WO2020186819A1 - Product data processing - Google Patents

Product data processing Download PDF

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Publication number
WO2020186819A1
WO2020186819A1 PCT/CN2019/121651 CN2019121651W WO2020186819A1 WO 2020186819 A1 WO2020186819 A1 WO 2020186819A1 CN 2019121651 W CN2019121651 W CN 2019121651W WO 2020186819 A1 WO2020186819 A1 WO 2020186819A1
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WIPO (PCT)
Prior art keywords
product
user
information
consumption
differentiated
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Application number
PCT/CN2019/121651
Other languages
French (fr)
Chinese (zh)
Inventor
马超
郭庆
许关飞
刘广永
杨前利
徐华龙
张千一
于欣茗
陈琨
李军
方浩锟
赵娜
Original Assignee
北京三快在线科技有限公司
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Publication of WO2020186819A1 publication Critical patent/WO2020186819A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/01Customer relationship services
    • G06Q30/015Providing customer assistance, e.g. assisting a customer within a business location or via helpdesk
    • G06Q30/016After-sales
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0621Item configuration or customization

Definitions

  • the embodiments of the present application relate to the field of computer technology, in particular to a product data processing method and device, a supply method and device, electronic equipment, and a computer-readable storage medium.
  • the existing O2O (Online To Offline) platform provides users with online inquiries, browsing, placing orders, and offline consumption orders, which provides great convenience for users’ lives and also provides the platform with Suppliers provide a broader order generation channel.
  • the O2O platform is usually divided into four links: supply, control, selection, and sales. "Supply” refers to the process of supplying orders and electronic product information; “control” refers to the review, control and improvement of goods; “selection” and “sale” respectively correspond to the user client of the O2O platform, allowing users to execute through the user client Product access operations such as product search, browsing, and order placement.
  • This application provides a product data processing method that can quantify and process the role of the platform in transactions.
  • an embodiment of the present application provides a product data processing method, including:
  • the consumption condition tag determine that a product in the product library that matches the differentiated consumption condition that the user meets and matches the product information acquisition request or the transaction request is determined as a target product;
  • product order data After detecting that the user performs an order operation for the target product, product order data is generated, and the product order data includes merchant settlement parameters matching the differentiated consumption conditions.
  • an embodiment of the present application provides a product data processing method, including:
  • the product information includes consumption condition tags matching preset differentiated consumption conditions
  • the product order data includes merchant settlement parameters matching the differentiated consumption conditions, and the differentiated consumption conditions are determined in response to receiving a user's product information acquisition request or a user's transaction request for the product.
  • an embodiment of the present application also discloses an electronic device, including a memory, a processor, and a computer program stored on the memory and capable of running on the processor, and the processor executes the computer program when the computer program is executed.
  • an electronic device including a memory, a processor, and a computer program stored on the memory and capable of running on the processor, and the processor executes the computer program when the computer program is executed.
  • an embodiment of the present application provides a computer-readable storage medium on which a computer program is stored.
  • the program is executed by a processor, the steps of the product data processing method disclosed in the embodiment of the present application are steps.
  • the product data processing method obtains a product library that records products and product information corresponding to each product, and the product information includes: a consumption condition label matching preset differentiated consumption conditions; After receiving a user's product information acquisition request or a user's transaction request for the product, determine the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request; determine according to the consumption condition tag
  • the product in the product library that matches the differentiated consumption conditions that the user meets and matches the product information acquisition request or the transaction request is regarded as the target product; when it is detected that the user is targeting the target product
  • product order data is generated.
  • the product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the platform's role in the transaction, and furthermore Accurately evaluate the role of the O2O platform in the transaction.
  • FIG. 1 is a flowchart of a product data processing method according to Embodiment 1 of the present application
  • Fig. 2 is a flowchart of a product data processing method according to the second embodiment of the present application.
  • Fig. 3 is a flowchart of a product data processing method according to the third embodiment of the present application.
  • Fig. 4 is a flowchart of a product data processing method according to the fourth embodiment of the present application.
  • FIG. 5 is a schematic diagram of an application scenario of the product data processing method described in Embodiments 1 to 4 of the present application;
  • Fig. 6 is a flowchart of a product data processing method according to the sixth embodiment of the present application.
  • FIG. 7 is one of the structural schematic diagrams of the product data processing device of the seventh embodiment of the present application.
  • FIG. 8 is the second structural diagram of the product data processing device of the seventh embodiment of the present application.
  • FIG. 9 is one of the structural schematic diagrams of the product data processing device of the eighth embodiment of the present application.
  • FIG. 10 is the second structural diagram of the product data processing device of the eighth embodiment of the present application.
  • FIG. 11 is a schematic structural diagram of a product data processing device according to the ninth embodiment of the present application.
  • Fig. 12 schematically shows a block diagram of an electronic device for executing the method according to the present application.
  • Fig. 13 schematically shows a storage unit for holding or carrying program codes for implementing the method according to the present application.
  • step 110 to step 140 there is shown a product data processing method provided by an embodiment of the present application, and the method includes step 110 to step 140.
  • Step 110 Obtain a product library that records products and product information corresponding to each product.
  • the product information includes: consumption condition tags matching preset differentiated consumption conditions.
  • each of the products corresponds to a product record
  • the product record includes product information of the product described in the product record.
  • the product information includes: a consumption condition tag matching differentiated consumption conditions.
  • the product information further includes a product label, and the product label further includes information such as the selling price of the product and the product strength.
  • the product information further includes transaction-related information.
  • Each record in the product library described in the embodiment of the present application corresponds to a product. Different products may only be different in terms of consumption conditions, prices, and/or product strengths, and other information is all the same.
  • the preset differentiated consumption conditions include consumption conditions that have differences in at least one information dimension, and the information dimensions include: a space dimension, a time dimension, or a user dimension.
  • the product library includes multiple pieces of product information, each piece of product information corresponds to one product, and the same product can correspond to multiple pieces of product information.
  • the product records in the product library are shown in the following table:
  • the differentiated consumption conditions described in the embodiments of the present application are described at least based on information in any one or more of the time dimension, space dimension, and user dimension, for example: describe the differentiated consumption conditions based on the time dimension and the space dimension; or, Describe differentiated consumption conditions based on space and user dimensions; alternatively, describe differentiated consumption conditions based on spatial dimensions; alternatively, describe differentiated consumption conditions based on user dimensions; or, describe differentiated consumption conditions based on time, space, and user dimensions Wait.
  • the time dimension information includes, for example, early booking discounts, buy as you go;
  • the spatial dimension information includes: near field, far field;
  • user dimension information includes, for example: new customers, old customers.
  • the spatial dimension information can also include, for example, remote locations and permanent cities.
  • the differentiated consumption conditions can be new customers and old customers (here, new customers refer to consumers who have spent the first time at the target merchant, and old customers refer to consumers who have already made purchases at the target merchant. Recorded users); when describing differentiated consumption conditions based on the spatial dimension, the differentiated consumption conditions can be near-field and far-field (the near-field here means that consumers are away from the offline sales place of the target merchant when browsing or placing an order. The distance is within a predetermined distance, and the far-field refers to consumers who are outside the predetermined distance range from the offline sales place of the target merchant when browsing or placing an order.
  • the offline sales place is, for example, a ticket point in a scenic spot.
  • the value of the predetermined distance can be determined by Specified by the merchant or platform, such as 3 kilometers or other values); when describing differentiated consumption conditions based on the time dimension, the differentiated consumption conditions can be early booking discounts, as you buy them (the early booking discounts here are for example There are requirements for the difference between the time and the consumption time. For example, the ticket for a certain scenic spot must be purchased 4 hours before entering the park. If it is less than 4 hours from the time of ticket purchase after arriving at the scenic spot, you cannot enter the park until 4 hours are met.
  • differentiated consumption conditions can be near-field for new customers, far-field for new customers, near-field for old customers, and far-field for old customers. Field and so on. The combination of different dimensions will describe different differentiated consumption conditions.
  • different differentiated consumption conditions can correspond to different prices of the product, or different differentiated consumption conditions can correspond to different product strengths of the product, or different differentiated consumption conditions can correspond to different products Price and product power, or different differentiated consumption conditions can correspond to different values of other information about the product.
  • the product strength described in the embodiments of the present application is an additional attribute used to attract users.
  • the product capabilities include: refund at any time, immediate availability, no deposit, timely delivery, etc. For example, the price of a near field order from a new customer is higher than the price of a far field order from a new customer; the price of an old customer order is lower than the price of a new customer order.
  • the information related to each product in the product library further includes: product portrait information associated with differentiated consumption conditions.
  • the product portrait information may be stored in a database other than the product library and associated with each product record in the product library through a product identification; or, the product portrait information may be stored in the product library.
  • Product portrait information is some information describing product attributes.
  • the product portrait information associated with differentiated consumption conditions in the embodiment of the present application may include multiple fields, and the information in each field corresponds to a certain dimension describing the differentiated consumption conditions.
  • the fields of product portrait information associated with differentiated consumption conditions include at least: geographic location information corresponding to the spatial dimension (such as the first location of the product's consumption place) Information, where the first location information may include: POI (Point of Interest) reference location point + extension distance, or AOI (Area of Interest, geofence) + extension distance.
  • POI reference location point is the product can be The location of consumption, such as the attraction, hotel, restaurant, etc. to which the ticket belongs; or the starting and ending point of the product being consumed, such as the pick-up point for a taxi).
  • different types of products have different product portrait information.
  • the product portrait information also includes: product name, telephone number, geographic location, opening time, description information, settlement price, cost inclusion items, etc.
  • the product portrait information also includes: product name, geographic location, available time, telephone number, taste, settlement price, etc.
  • the consumption condition label that matches the differentiated consumption conditions is used to indicate the differentiated consumption conditions applicable to the product, or the applicable differentiated consumption conditions and matching parameters.
  • the consumption condition label can be represented by a character string arranged in a certain format.
  • the consumption condition label may be expressed in the format of (string 1, string 2, string 3), where each string corresponds to a differentiated consumption condition dimension applicable to the product, and more The whole character string describes the differentiated consumption conditions of the corresponding product.
  • the consumption condition label of the product "Forbidden City Tickets” can be expressed as (new customer, far field, buy and use), which represents the current product-"Forbidden City Tickets” is applicable to new customers generating orders after purchasing in the far field, and supports Buy as you go.
  • the consumption condition label of the product "Forbidden City Tickets” can be expressed as (old customer, near field), which represents the current product-"Forbidden City Tickets” is suitable for old customers to generate orders after near field purchases.
  • multiple product records of the product can be stored in the product library, that is, the product is reconstructed into multiple products, and each product corresponds to a used product. Differentiated consumption conditions.
  • each character string in the consumption condition label may correspond to a differentiated consumption condition applicable to the product, and each character string separately describes the differentiated consumption condition of the corresponding product.
  • the consumption condition label of the product "Forbidden City Tickets” can be expressed as (old customer, near field), representing the current product-"Forbidden City Tickets" is suitable for old customers to generate orders after purchase, and it is also applicable to scenarios where orders are generated for near field purchases .
  • the consumption condition tag may also be an information dimension identifier of a differentiated consumption condition and a matching parameter of the corresponding information dimension.
  • the consumption condition label can be expressed in the form of (information dimension identification, matching parameters), such as (old customer, historical transaction order quantity threshold 1), or expressed as (near field, distance threshold 500 meters), or expressed as (Early booking discount, time interval greater than 48 hours) etc.
  • the product library is pre-built through the ordering system.
  • the product information in the product library is manually input and generated, that is, the platform management personnel manually input the product described in Table 1 and the product record corresponding to the product, and store it.
  • the product information in the product library is generated by a combination of manual and automatic reorganization. For example: Obtain a product record manually entered; Obtain a product record manually entered or read through a third-party system interface; When it is determined that the product meets the preset conditions, set the product label according to the preset differentiated consumption conditions Rules, based on the obtained product records, respectively generating product labels matching each of the differentiated consumption conditions; according to the generated product labels matching each of the differentiated consumption conditions, and matching the corresponding differentiated consumption conditions The consumption condition tag and at least part of the obtained product records are respectively generated to generate product records matching each of the differentiated consumption conditions.
  • the third-party system may be a merchant-side system; the preset condition is a condition met by the product information predetermined by the merchant and the platform, such as a collection of product names, a collection of geographic location information, and the like.
  • the product information in the product library is generated in a fully automatic manner.
  • a product record read through the product supplier’s system interface in the case of determining that the product meets the preset conditions, it is generated based on the obtained product records according to the product label setting rules of the preset differentiated consumption conditions
  • Product labels matching each of the differentiated consumption conditions according to the generated product labels matching each of the differentiated consumption conditions, the consumption condition labels matching the corresponding differentiated consumption conditions, and at least part of the obtained Product records, respectively generating product records matching each of the differentiated consumption conditions.
  • determining that the product meets the preset condition is determining that the product information of the product belongs to the preset condition that can dynamically change the product label according to the differentiated consumption condition; the product label setting rule of the preset differentiated consumption condition is used To indicate the information dimensions included in the differentiated consumption conditions, and the influence of each information dimension or its combination on the product label.
  • the differentiated consumption conditions include: near-field new customers, that is, the consumption condition label is "near-field, customer", and the differentiated consumption conditions-"near-field new customers"
  • the corresponding product label setting rule can be: sale price If it is equal to the purchase price, it is calculated based on the purchase price in the obtained product information, and the selling price of the product can be obtained as a part of the product label. After that, another product record of the product is generated according to the obtained product name, product portrait information, consumption condition label, and product label. Wherein, the product label includes the selling price.
  • the products in the product library do not have consumption condition labels, nor do they have different product labels corresponding to the consumption condition labels.
  • the product "Forbidden City Tickets” there is only one product record in the prior art product library, while in the product library described in the embodiment of this application, the "Forbidden City Tickets” will correspond to multiple products, and each product has a different Therefore, it is possible to accurately determine products that meet the needs of users and the conditions set by the merchant in combination with the differentiated consumption conditions.
  • Step 120 In response to receiving the user's product information acquisition request or the user's transaction request for the product, determine the differentiated consumption conditions that the user meets when the user sends the product information acquisition request or the transaction request.
  • the differentiated consumption conditions include information on at least one of the following information dimensions: spatial dimensions, time dimensions, and user dimensions, and the information that determines the differentiated consumption conditions that are met when the user sends the product information acquisition request or the transaction request.
  • the steps include: determining, according to the product information acquisition request or the transaction request, the user attribute data corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request;
  • the consumption condition tags of the products in the library that match the product information acquisition request or the transaction request are mapped to the value range on the information dimension; according to the user attribute data corresponding to the information dimension and the value
  • the range determines the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request.
  • the product information acquisition request is included in the product acquisition request. It usually refers to the product acquisition information request generated by the operation of accessing the product when the user accesses the product management platform through the designated terminal, browses, inquires, and purchases the product through the user client of the product management platform.
  • the product may be a product such as a commodity, a ticket for a tourist attraction, and a service.
  • the product information acquisition request may be a product information acquisition request generated by a user's active behavior, such as a product information acquisition request generated by a user's active search or click behavior of a product, for example, when the user accesses the product management platform, the user clicks the user customer After a certain product on the end page or the user enters query information through the input box on the user client page, the user client will generate a product acquisition request to request product information, which is equivalent to a product information acquisition request. It may also be the product information acquisition request generated by the built-in user access strategy execution code of the product management platform, such as the product generated when the user client corresponding to the product management platform actively pushes the product to the user after the user logs in, according to the user portrait information Information acquisition request.
  • the transaction request may be a transaction request generated when the user clicks the purchase button of a certain product.
  • the user associated with the product information acquisition request is the user who actively initiates the access product information acquisition request, or the user who is currently logged in to the user client.
  • the user client may determine the user associated with the product information acquisition request according to the user's login behavior.
  • all products in the product library may be used as comparison products.
  • all products in the product library that match the product information acquisition request or the transaction request may be used as comparison products.
  • the product information acquisition request will carry related information such as the category, name, and geographic location of the product clicked by the user, or keywords entered by the user.
  • the server of the product management platform receives the product information acquisition request, it first calls the search engine according to the keywords or other related information carried in the product information acquisition request, searches in the preset product library, and initially determines the product information acquisition Request matching products as comparison products.
  • the product information of each of the comparison products can be determined.
  • the product information of each product defines the consumption condition label of the product.
  • the determined comparison product of this application includes at least a group of products, the group of products has a product label that matches the consumer condition label, and other product information is the same.
  • the differentiated consumption conditions that users meet are relative to a certain product. For example, when a user purchases a ticket for the Forbidden City at the gate of the Forbidden City, the differentiated consumption condition that the user meets is the near field; if the user buys a ticket for the Summer Palace at the gate of the Forbidden City, the differentiated consumption condition that the user meets is the far field. Therefore, it is necessary to determine the differentiated consumption conditions that users meet for each comparison product.
  • the consumption condition label may only include data of one information dimension, or may include data of multiple information dimensions. For data of different information dimensions, a corresponding method is used to map the consumption condition label data of this dimension to a numerical range. In order to facilitate readers to understand the technical solution, this embodiment uses the consumption condition tag to include only data of one information dimension as an example to illustrate the numerical range mapping solution.
  • the distance threshold set in the preset differentiated consumption condition judgment rule and the POI or AOI of the corresponding product can be used to change
  • the consumption condition label is mapped to a geographic range value. Still taking the ticket scene as an example, for example, the scenic spot corresponding to the ticket of a certain scenic spot is actually a longitude and latitude value in the actual map data.
  • the longitude and latitude values can be centered and the surrounding predetermined distance ( For example, the points within the range of 3 kilometers are mapped to the range value of the geographic point of the "near field"; you can also specify an approximate rectangle within the range of longitude and latitude (for example, an amusement park, 39.9074318523-39.9074319523 north latitude, 116.2128209068-116.2128211068 ) Is used as the geographic range value of the "near field”; it is also possible to draw a geofence for the scenic area first, and then use the geofence to extend a certain distance to the surrounding area to expand the range of the location point enclosed by the expanded envelope The geographic range value as the "near field”.
  • the consumption condition label can be set according to the historical transaction order quantity threshold set in the preset differentiated consumption condition judgment rule Mapped to a threshold for the number of historical transaction orders. For example, the new customer is mapped to less than 2 times of historical consumption in XX restaurant.
  • the consumption condition label can be mapped to the time interval set in the preset differentiated consumption condition judgment rule A time interval.
  • the early booking discount is mapped to: the admission time minus the ticket purchase time is not less than 4 hours.
  • mapping means may be used to map the consumption condition label to the corresponding numerical range, which will not be listed one by one in the embodiments of the present application.
  • the consumption condition label may also be expressed in other forms, and it is necessary to use corresponding technical means to map the consumption condition label to a corresponding numerical range, which will not be listed one by one in the embodiments of this application.
  • the information dimension included in the user attribute data corresponds to the preset information dimension of the differentiated consumption condition.
  • the information dimensions of the differentiated consumption conditions include: spatial dimension, time dimension, and user dimension
  • the user attribute data includes: user location data or off-site attribute data corresponding to the spatial dimension, and a request corresponding to the time dimension Consumption time and product transaction time, transaction data corresponding to the user dimension.
  • the user location data is used to indicate the geographic location where the user initiates a product information acquisition request or a transaction request;
  • the transaction data is used to indicate the number of historical transaction orders of the user;
  • the remote attribute data is used to indicate The identifier or name of the city where the user of the user initiates a product information acquisition request or a transaction request;
  • the requested consumption time is the time when the user performs a consumption behavior on the current order.
  • the user attribute data is correspondingly compared with the value range determined by the consumption condition label of each compared product, so that the differentiated consumption conditions of the user relative to each compared product can be determined.
  • the consumption condition label of comparison product 1 is "near field”
  • the numerical range mapped to the spatial dimension is expressed as VALUE1, which is determined as the geographic range of near field consumption
  • the consumption condition label of the comparison product 2 is "far field”
  • the numerical range mapped to the spatial dimension is expressed as VALUE2, which is The geographic scope of far-field consumption.
  • a group of comparison products is formed.
  • the consumption condition label of comparison product 3 is "new customer”, which is mapped to the user dimension
  • VALUE3 which is the historical transaction order quantity range of new customers
  • the consumption condition label of the comparison product 4 is "old customer”
  • the value range mapped to the user dimension is expressed as VALUE4, which is the historical transaction of old customers
  • VALUE4 which is the historical transaction of old customers
  • corresponding technical means are used to map the consumption condition label of the product into a numerical range, which is convenient for subsequent comparison with the corresponding dimension information of the user.
  • the differentiated consumption conditions that users meet with respect to each group of comparison products can be determined.
  • the user attribute data of the corresponding dimension is determined according to the preset information dimensions included in the differentiated consumption conditions.
  • the following respectively describes the preferred implementation manners for determining the attribute data of each user above, and further describes the specific implementation manners for determining the differentiated consumption conditions that the user meets.
  • the first type of user attribute data user location data.
  • the user attribute information corresponding to the spatial dimension of the differentiated consumption condition includes: user location data, and it is determined that the user sends the product information acquisition request or the transaction request.
  • the step of differentiated consumption conditions includes: acquiring the first location information of the offline sales place of the product corresponding to the product information acquisition request or the transaction request, and the user sending the product information acquisition request or the The second location information at the time of the transaction request; according to the first location information and the second location information, the distance between the user and the offline sales place of the product is calculated; according to the interval Distance, the consumption condition label of the product matching the product information acquisition request or the transaction request in the product library is mapped to obtain the numerical range in the spatial dimension, and it is determined that the user sends the product information acquisition request Or the differentiated consumption conditions met at the time of the transaction request.
  • the offline sales place is usually the place where the product is consumed or near the place where the product is consumed.
  • the product information also includes product information that matches the information dimension of the differentiated consumption conditions.
  • the product portrait information in the product information includes: geographic location information associated with the spatial dimension.
  • the geographic location information associated with the spatial dimension may be geographic location information of the supplier of the product, and first location information of the offline sales place of the product.
  • the product information includes the first location information of the offline sales place of the product, the first location information of the offline sales place of the product can be directly obtained.
  • the product supplier of the product can be determined first according to the product information, and then the product supplier recorded in the product management platform
  • the location of determines the first location information of the offline sales place of the product corresponding to the product information acquisition request.
  • the first location may be a central coordinate point (such as the central location coordinates of the offline sales place), or may be centered on the longitude and latitude values of the offline sales place in the map data, with a preset radius The formed geofence envelope; or the boundary of a rectangular area with preset side lengths centered on the longitude and latitude values of the offline sales place in the map data.
  • the product corresponding to the product information acquisition request is determined by a corresponding method according to the specific generation method of the product information acquisition request. For example, when a user clicks a purchase button of a certain product on the user client to generate a transaction request, the product acquisition request will carry the product identification of the certain product. For another example, when a user inputs a query keyword through the user client to generate a product acquisition request, the product management platform will obtain the product identification of the product matching the query keyword by calling a search engine.
  • the second location information where the user is currently located can be obtained through the user client.
  • the distance between the first position information and the second position information can be calculated by the method of calculating the distance between two points in the prior art, and the result obtained is the line between the user and the product.
  • the separation distance between the sales locations can be calculated by the method of calculating the distance between two points in the prior art, and the result obtained is the line between the user and the product.
  • the determined separation distance is compared with the consumption condition label of the product to determine the differentiated consumption condition that the user meets.
  • the consumption condition label of the product since the consumption condition label of the product can be expressed in multiple forms, it is necessary to map the consumption condition label of the product to the same numerical range as the distance dimension before the comparison is performed. That is, it is first necessary to map the consumption condition tags of products in the product library that match the product information acquisition request or the transaction request to obtain the numerical range in the spatial dimension, and according to the separation distance, the The consumption condition tags of products in the product library that match the product information acquisition request or the transaction request are mapped to obtain the numerical range in the spatial dimension.
  • mapping the consumption condition label of the product to obtain the numerical range in the spatial dimension refer to the foregoing description or the prior art, and will not be repeated here.
  • the differentiated consumption conditions may include near-field and far-field.
  • Near-field and far-field refer to the distance between the user and the product supplier when the user and the product supplier are in the same geographical area, for example, When the separation distance between the user and the product supplier is within 100m, it means the differentiated consumption condition that the user meets is the near field, and when the separation distance between the user and the product supplier is outside the 100m range, it means the user meets the The differentiated consumption condition is the far field.
  • the near field or far field is based on the distance between the user and the product supplier corresponding to the product information acquisition request, and the differentiated consumption conditions that the user meets are determined.
  • the distance threshold setting may be determined according to actual conditions, which is not limited in the embodiment of the present application.
  • the second type of user attribute data remote attribute data.
  • the user attribute data corresponding to the spatial dimension of the differentiated consumption condition includes remote attribute data. If the information dimension includes a spatial dimension, the step of determining the differentiated consumption conditions that are met when the user sends the product information acquisition request or the transaction request includes: acquiring the product information acquisition request sent by the user Or the second location information where the transaction request is located, and the resident area information of the user; based on the resident area information and the second location information, it is determined that the user sends the product information acquisition request or The differentiated consumption conditions that meet the transaction request.
  • the user profile information of the user associated with the product information acquisition request may be determined first, and the resident area information in the user profile information of the user and the user’s sent The real-time location information of the second location information where the product information acquisition request or the transaction request is located is compared to determine that the off-site attribute information is off-site or local.
  • the location information of the host device may be obtained through the user client where the user is located, and the location information may be used as the second location information where the user sends the product information acquisition request or the transaction request .
  • the manner of obtaining the resident area information of the user includes: obtaining historical transaction information associated with the user; determining the user portrait information of the user according to the historical transaction information; and according to the user portrait information To determine the resident area information of the user.
  • a user client belonging to the user obtains the registration information of the user through a background server, and determines the resident area information of the user according to the address information in the registration information of the user.
  • the off-site attribute information is determined to be a different place; if the second location information and the resident area information are located in the same city, then It is determined that the remote attribute information is local.
  • the third type of user attribute data transaction data.
  • the user attribute data corresponding to the user dimension of the differentiated consumption condition includes transaction data, and if the information dimension includes the user dimension, the user is determined to send the
  • the step of obtaining a product information request or a differentiated consumption condition that meets the transaction request includes: obtaining historical transaction information associated with the user; from the historical transaction information, obtaining information related to the product information obtaining request or The target historical transaction information of the product supplier of the product associated with the transaction request and the user; based on the result of obtaining the target historical transaction information, the product library matches the product information obtaining request or the transaction request.
  • the consumption condition label of the product is mapped to obtain the value range in the user dimension, and the differentiated consumption condition that the user meets is determined.
  • historical transaction information refers to the transaction data information that the user has completed on the product management platform, for example, the information about the product purchased by the user on the product management platform, return information, and delivery address information.
  • the product management platform can save the transaction record information completed by the user in the product management platform for a month or even longer. Through the transaction record information, the historical transaction information associated with the user can be obtained.
  • historical transaction information of the user in the product management platform can be obtained. Then, the historical transaction information between the user and the product supplier included in the historical transaction information is further determined.
  • the product supplier may be the product supplier of the product, or the product supplier of similar products of the product. For example, if a user purchases a product from store A, he can click the purchase button corresponding to the product to generate a transaction request, and the product supplier of the product corresponding to the transaction request is store A.
  • the product manager when a merchant registers on the product management platform and provides product information, the product manager usually fills in the detailed information of the product supplier, such as the product type, the price of various products, and the address of the product supplier.
  • the product supplier may also be a product supplier of similar products of the product. For example, for the ticket "Forbidden City Treasures Museum", the product supplier may also be the product supplier of the "Forbidden City Clock and Watch Museum”. That is, if a user has historical transaction records with the product supplier of the product "Forbidden City Treasure Museum", it can be considered that the user has historical transaction records with the product supplier of "Forbidden City Clock and Watch Museum".
  • the acquired target historical transaction information is mapped with the consumption condition tag of the product to obtain a numerical range in the user dimension to determine the differentiated consumption conditions that the user meets. For example, when the consumption condition label of a certain product is expressed as "new customer" and the consumption condition label is mapped to the value range VALUE2, that is, when the number of historical transaction orders is equal to 0, if it is determined that the user's target historical transaction information is 1. Determine that the differentiated consumption condition that the user meets is an "old customer"; otherwise, if it is determined that the user's target historical transaction information is 0, then it is determined that the differentiated consumption condition that the user meets is "new client".
  • the fourth type of user attribute data request consumption time and product transaction time.
  • the user attribute data corresponding to the user dimension of the differentiated consumption condition includes: request consumption time.
  • the method further includes: acquiring the requested consumption time when the user sends a consumption request for the target product; acquiring the product transaction time when the transaction request for the target product is received.
  • the system time of the merchant-side device that sent the consumption request is acquired as the requested consumption time.
  • the system time of the product management platform when the product management platform receives the consumption request is acquired as the requested consumption time.
  • the system time of the product management platform when the product management platform receives the transaction request is acquired as the product transaction time.
  • the user attribute data of the user can be determined, that is, any one or more of user location data, off-site attribute data, real-time time, and transaction data.
  • the information dimension included in the user attribute data matches the information dimension in the differentiated consumption condition.
  • the user attribute data includes: user location data corresponding to the spatial dimension of the differentiated consumption condition and/or Remote attribute data, requested consumption time and product transaction time corresponding to the time dimension of the differentiated consumption condition, and transaction data corresponding to the user dimension of the differentiated consumption condition.
  • the information dimensions of the differentiated consumption conditions include: space dimension, time dimension, and user dimension
  • the determined user attribute data includes: user location data, request time, transaction data of the user The user location data, request time, and transaction data of the user determined above will constitute the three comparison dimensions of differentiated consumption conditions.
  • Step 130 Determine, according to the consumption condition tag, a product in the product library that matches the differentiated consumption condition that the user meets and matches the product information acquisition request or the transaction request as a target product.
  • the target product matching the differentiated consumption condition in the product library is further determined.
  • the product information includes: a consumption condition label matching a differentiated consumption condition
  • the consumption condition label includes an information dimension corresponding to the information dimension included in the differentiated consumption condition.
  • the consumption condition tags matching the differentiated consumption conditions include: time dimension, spatial dimension, and user dimension information.
  • the consumption condition tags of the products in the product library can be matched with the differentiated consumption conditions to determine the products in the product library that meet the differentiated consumption conditions.
  • the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition, and according to the consumption condition tag, the difference in the product library that matches the user is determined
  • the product that matches the consumption conditions and matches the product information acquisition request or the transaction request, as the target product includes: determining the product in the product library that matches the product information acquisition request or the transaction request , As a candidate product; match the consumption condition label of the candidate product with the corresponding information dimension of the differentiated consumption condition that the user meets, and respectively determine that the consumption condition label of each candidate product matches the user
  • the matching result of the differentiated consumption conditions; according to the matching result, the target product is determined from the candidate products.
  • the product matching the product information acquisition request or the transaction request in the product library is first determined as a candidate product. For example, through the product information acquisition request or the transaction request carrying keywords, a preset search engine is called to perform a search operation on the product library, and the product matching the keyword is determined as the product information acquisition request Matching candidate products.
  • the product information acquisition request or transaction request may carry one or more types of information such as product category, name, product supplier, etc., which can be determined according to the information carried in the product information acquisition request or transaction request with reference to the prior art Candidate products that match the product information acquisition request or transaction request.
  • each candidate product its consumption condition label is matched with the differentiated consumption condition one by one to determine the candidate product that matches the differentiated consumption condition among the candidate products.
  • the information dimensions of the differentiated consumption conditions include: spatial dimension, time dimension, and user dimension as examples
  • the consumption condition tags that match the differentiated consumption conditions include: time dimension, spatial dimension, user Dimensional information
  • matching the consumption condition label of the candidate product with the corresponding information dimension of the differentiated consumption condition includes: matching the spatial dimension of the consumption condition label of the candidate product and the spatial dimension of the differentiated consumption condition Matching, matching the time dimension of the consumption condition label of the candidate product with the time dimension of the differentiated consumption condition, and matching the user dimension of the consumption condition label of the candidate product with the time dimension of the differentiated consumption condition Any one or more of the user dimensions to match.
  • the corresponding matching method will be adopted for the consumption condition tags expressed in different forms.
  • the differentiated consumption conditions that the determined user meets can be a "near field” example. If the candidate products in the product library that match the product information acquisition request or the transaction request include candidate product P1 and candidate product P2, Among them, the consumption condition label of the candidate product P1 is expressed as "near field”, and the consumption condition label of the candidate product P2 is expressed as "far field”, then it is determined that the consumer condition label of the candidate product P1 matches the differentiated consumption conditions that the user meets successfully , It is determined that the consumption condition label of the candidate product P2 fails to match the differentiated consumption condition that the user meets.
  • the differentiated consumption conditions that the determined user meets can be an example of "new customer”. If the candidate products in the product library that match the product information acquisition request or the transaction request include candidate product P3 and candidate product P4, Among them, the consumption condition label of the candidate product P3 is represented as "new customer", and the consumption condition label of the candidate product P4 is represented as "old customer”, then it is determined that the consumption condition label of the candidate product P3 matches the differentiated consumption conditions that the user meets successfully , It is determined that the consumption condition label of the candidate product P2 fails to match the differentiated consumption condition that the user meets.
  • the consumption condition label of Forbidden City Ticket 1 is represented as “Near Field”, and the price in the product label is "40 yuan”, and the consumption of Forbidden City Ticket 2
  • the condition label is expressed as "far field” and the price in the product label is "50 yuan”. If it is determined that the consumption condition label of the Forbidden City Ticket 1 matches the differentiated consumption conditions that the user meets successfully, the consumption condition label of the Forbidden City Ticket 2 matches the user's If the matched differentiated consumption conditions fail to match, the Forbidden City Ticket 1 is used as the target product.
  • the consumption condition label of the Forbidden City Ticket 3 is indicated as “new customer”
  • the price in the product label is "50 yuan”
  • the consumption of the Forbidden City Ticket 4 The condition label is expressed as "remaining customer” and the price in the product label is "40 yuan”. If it is determined that the consumption condition label of the Forbidden City Ticket 3 matches the differentiated consumption conditions that the user meets successfully, the consumption condition label of the Forbidden City Ticket 4 matches the user's If the matched differentiated consumption conditions fail to match, the Forbidden City Ticket 3 is used as the target product.
  • the user's differentiated consumption conditions can be expressed as "near field, new User, "X year X month X day” If there are multiple records of the product "Forbidden City Tickets" in the product library, including multiple products related to "Forbidden City Tickets", each product corresponds to different differentiated consumption conditions.
  • the method in this application will match the Forbidden City tickets of the scene associated with the user's ticket acquisition needs, as shown in the first record in Table 1.
  • the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition
  • the consumption condition tag is used to determine whether the product library matches the user
  • the product that matches the differentiated consumption condition that matches and matches the product information acquisition request or the transaction request, as the target product includes: classifying the products in the product library according to the consumption condition label , Forming a plurality of candidate product sub-libraries; matching the consumption condition label with the differentiated consumption conditions of the user in the corresponding information dimension, and determining the consumption that matches the differentiated consumption conditions of the user
  • the candidate product sub-library corresponding to the condition label and a product in the candidate product sub-library that matches the product information acquisition request or the transaction request is determined as the target product.
  • the products in the product library can be classified according to the consumption condition label of each product in the product library to form a "near field” candidate Product sub-library and a "far-field” candidate product sub-library. Then, when the differentiated consumption condition that the determined user meets is "near field”, the product in the "near field” candidate product sub-library that matches the product information acquisition request or the transaction request is further determined as the target product .
  • the products in the product library can be classified according to the consumption condition label of each product in the product library to form a "new customer” Candidate product sub-library and an "old customer” candidate product sub-library. Then, when the differentiated consumption condition that the determined user meets is an "old customer", the product in the candidate product sub-library of the "old customer” that matches the product information acquisition request or the transaction request is further determined as the target product .
  • the information dimension of the differentiated consumption conditions may be set to include different information dimensions according to the analysis result of the platform order data, for example, set to include the spatial dimension and the user dimension, or set to only Include the spatial dimension, or set to include only the user dimension.
  • the information dimension of the consumption condition label of the product may also be less than the differentiated consumption condition dimension.
  • the differentiated consumption condition dimension For information dimensions that are not set in the consumption condition label, it can be considered that the product is in the corresponding information dimension and differentiated The matching result of the consumption conditions is success.
  • the information describing the differentiated consumption conditions may also include other dimensions. Accordingly, the user attribute data needs to include information of the corresponding dimension, and the product information and the request for obtaining product information need to carry certain user attribute data Information about the corresponding dimension information in the.
  • the target product After determining the target product, display part of the product information in the product information of the target product, such as the price, product strength, name and other information of the target product.
  • the at least part of the product information includes product information with differences in differentiated consumption conditions, such as price and product power.
  • Step 140 After detecting that the user performs an order operation for the target product, generate product order data.
  • the product order data includes merchant settlement parameters matching the differentiated consumption conditions.
  • the merchant settlement data includes the commission or purchase price corresponding to the target product, or includes the commission or purchase price of the packaged product containing the target product.
  • the target product is displayed, and the user's operation on the displayed target product is detected. For example, detecting the ordering operation triggered by the user clicking on the displayed product information, obtaining the time of the ordering operation as the product transaction time, and obtaining the product identification of the product clicked by the user, the merchant settlement parameters of the product and other data to generate the product Order data, and then store the product order data.
  • the O2O platform builds a bridge for the circulation and interaction of product information and transaction information between users and businesses.
  • the existing technology lacks a good technical solution to evaluate the role of the O2O platform as a bridge (drainage).
  • An existing technology is only for the simple binding of user information and product information, and based on this, evaluates the bridge (drainage) effect performed by the O2O platform.
  • this evaluation result of the bridge effect of the O2O platform There is a large degree of deviation from the actual role played by the O2O platform in reality, which is also an important reason why the evaluation plan is not recognized by many participants in the industry.
  • the inventor of the present application has discovered through research that in the prior art, the either-or, crude digitization of the platform bridge function is the root cause of the unobjective evaluation.
  • a typical example is that the user originally wanted to spend in a certain scenic spot, so he came to the entrance of the scenic spot, and because he had consumed on the O2O platform before, he bought tickets through the O2O platform again due to inertia.
  • the contribution of the O2O platform to the circulation of product information and transaction information between users and merchants is much smaller than the contribution of a user who is not at the scene of the scenic spot and simply relies on the O2O platform to attract traffic to the scenic spot.
  • the product is split from the link of building the product library and the consumption condition label is set, and then by identifying the time of purchase by the consumer, it is possible to purchase the same-day ticket at the original price and charge the merchant’s normal commission to buy the pre-sale ticket at a low price. And charge merchants high commissions. In this way, it not only improves the consumer's ticket purchase experience, but also solves the problem of scenic spot operation. At the same time, it creates additional revenue for the platform and promotes the enthusiasm of online platforms to increase the online sales of pre-sale products.
  • the product data processing method obtains a product library that records products and product information corresponding to each product, and the product information includes: consumption conditions matching preset differentiated consumption conditions Label; in response to receiving a user's product information acquisition request or a user's transaction request for the product, determine the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request; according to the consumption
  • the condition tag determines that the product in the product library that matches the differentiated consumption conditions that the user meets, and that matches the product information acquisition request or the transaction request, is used as a target product; After the target product performs the ordering operation, product order data is generated.
  • the product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the platform's role in transactions , And then can accurately assess the role of O2O platform in the transaction.
  • the method further includes: step 150 and step 160.
  • Step 150 Determine a platform efficiency calculation parameter for each piece of product order data according to merchant settlement parameters matching the differentiated consumption conditions in the stored product order data.
  • Step 160 Calculate the platform order generation efficiency associated with the preset differentiated consumption conditions based on the platform efficiency calculation parameters.
  • the platform efficiency calculation parameter may be the selling price of the product or the order quantity under a single differentiated consumption condition.
  • the platform efficiency calculation parameter as the differentiated consumption condition as an example, by determining the differentiated consumption condition of each product order data of a certain product, the specified differentiated consumption condition of the product introduced by the O2O platform within a preset time period is further determined quantity of order. Then, the order generation efficiency of the O2O platform is determined by calculating the ratio of the specified differentiated consumption condition to the quantity of all orders of the product.
  • the selling price corresponding to the product order generated under different differentiated consumption conditions is different, and the purchase price and selling price of the product are specified according to the differentiated consumption conditions in the product order data
  • the fund settlement between the O2O platform and the product supplier is executed, thereby determining the value of the product order introduced by the O2O platform within the preset time period.
  • the method further includes: combining the generated product order data and user attributes corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request
  • the data is output to the merchant side data processing system.
  • the merchant-side data processing system calculates the platform order generation efficiency associated with the preset differentiated consumption conditions according to the order data, or displays the order data.
  • the embodiment of the present application determines the platform efficiency calculation parameters of each product order data according to the merchant settlement parameters matching the differentiated consumption conditions in the stored product order data; based on the platform efficiency calculation parameters, the calculation is
  • the platform order generation efficiency associated with the preset differentiated consumption conditions can be used to objectively digitize the role of platform bridges, that is, according to different differentiated consumption conditions, the platform drainage contribution is digitized to different degrees and performed separately Calculation processing and feedback.
  • the product data processing method provided by another embodiment of the present application as shown in FIG. 3, after the step of generating product order data, further includes:
  • Step 170 Receive a consumption request sent by the user, and process the consumption request.
  • a consumption request processing method is: if the information dimension includes a time dimension, the method further includes: obtaining the requested consumption time when the user sends a consumption request for the target product; The product transaction time of the transaction request, and the differentiated consumption conditions that the user meets are determined according to the target product targeted by the transaction request; according to the difference between the product transaction time and the requested consumption time, and the user's compliance The differentiated consumption conditions for determining whether the user has the authority to consume the target product when the consumption time is requested.
  • the platform After the user successfully booked the ticket, the platform generates the product order data corresponding to the ticket, and feeds back the electronic ticket QR code or order information to the user.
  • the user When the user holds the electronic ticket QR code or order information, When purchasing in a store, the user will send the ticket consumption request when swiping the QR code of the electronic ticket at the card swiping place or requesting to print the ticket or verifying the order information.
  • the product management system When receiving the consumption request, the product management system obtains the requested consumption time when the user sends a consumption request for the target product, and at the same time, obtains the product transaction time (such as the transaction time when the transaction request for the target product is received)
  • the differentiated consumption conditions that the user meets are determined according to the target product targeted by the transaction request.
  • the ticket order data when it is determined according to the ticket order data that the ticket purchased by the user is a ticket with differentiated consumption conditions of "early booking discount", that is, after the user sends a transaction request, the matching "early booking discount” displayed to the user client
  • the ticket with this differentiated consumption condition executes the ordering operation and initiates a consumption request for the ordered ticket, then the time difference between the product transaction time and the requested consumption time is determined. Then, the time difference is compared with the preset time interval corresponding to the differentiated consumption condition of "early booking discount”, and if the time difference is greater than the preset time interval, it is determined that the user has the authority to request the consumption time Consume the ticket; otherwise, it is determined that the user has no right to consume the ticket when the consumption time is requested.
  • Another way to process a consumption request is that if the information dimension includes a time dimension, the method further includes: obtaining the product transaction time for which the transaction request is received, and determining the user's compliance with the target product for the transaction request.
  • the differentiated consumption conditions; the product transaction time and the differentiated consumption conditions that the user meets are used as part of the data for generating the merchant settlement parameters for the merchant to obtain when the user sends a consumption request for the target product, According to the difference between the requested consumption time when acquiring the consumption request, the product transaction time, and the differentiated consumption conditions that the user meets, it is determined whether the user has the authority to consume the target product when the consumption time is requested.
  • the merchant-side device can also process the consumption request.
  • the product management system obtains the product transaction time for receiving the transaction request, and determines the differentiated consumption conditions that the user meets according to the target product targeted by the transaction request; then, compares the product transaction time with the user
  • the qualified differentiated consumption conditions are used as part of the data for generating the merchant settlement parameters, generating product order data, and sending the product order data to the merchant-side data processing system.
  • the merchant-side data processing system obtains that the user sends a consumption request for the target product, it can be based on the requested consumption time when the consumption request is obtained, the time difference between the product transaction time in the product order data, and the user's According to the differentiated consumption conditions, it is determined whether the user has the authority to consume the target product when the consumption time is requested.
  • differentiated consumption conditions By verifying the effectiveness of orders based on differentiated consumption conditions, it is avoided that products with different product labels built by introducing differentiated consumption conditions are used in unmatched scenarios, which will cause resource loss to the product supplier or O2O platform . For example, a user buys tickets under an early booking discount scenario at a lower selling price, but using them in a buy-as-you-go scenario will cause economic losses to the ticket supplier.
  • the embodiment of the present application also discloses a product data processing method. As shown in FIG. 4, the method includes: step 410 to step 430.
  • Step 410 Generate at least one product record of the product according to the product input by the user and the product information of the product.
  • the user can enter the product and product information of each product through the client on the merchant side, and generate a product record for each product.
  • the product information includes: product profile information associated with differentiated consumption conditions, and consumption condition tags matching the differentiated consumption conditions.
  • the product information further includes a product label
  • the product label further includes information such as the selling price of the product and the product strength.
  • the step of generating at least one product record of the product based on the product input by the user and the product information of the product further includes: obtaining the product input by the user and the product information Product information; in the case where it is determined that the product meets the preset conditions, according to the product label setting rules of the preset differentiated consumption conditions, based on the obtained product information, the products that match the preset differentiated consumption conditions are generated respectively Consumption condition label and product label; according to the product information, the generated consumption condition label and product label that match each of the preset differentiated consumption conditions, a product record matching each of the differentiated consumption conditions is generated respectively.
  • a consumption condition label that matches each of the preset differentiated consumption conditions is generated respectively
  • the specific implementation of the product label please refer to Example 1, which will not be repeated in this example.
  • the product information the generated consumption condition label and the product label that match each of the preset differentiated consumption conditions, respectively, the specific implementation of generating a product record matching each of the differentiated consumption conditions is shown in Example 1. , This embodiment will not repeat them.
  • Step 420 Send the product record to a preset product management system, so that the product management system generates a product library that records the product and product information corresponding to the product according to the product record.
  • the product information corresponding to the product of includes a consumption condition label that matches a preset differentiated consumption condition.
  • the merchant-side device After the merchant-side device generates the product record, the merchant-side device sends the generated product record to the preset product management system through an interface negotiated in advance with the preset product management system.
  • the product management system generates a product library that records the product and product information corresponding to the product according to the received product record.
  • the product management system directly stores the received product record.
  • the product management system determines whether the product meets preset conditions according to the product information in the received product record, and in the case of determining whether the product meets the preset conditions, according to the preset differentiated consumption conditions
  • Product label setting rules based on the product information in the received product records, respectively generate consumption condition labels and product labels that match each of the preset differentiated consumption conditions, reconstruct multiple product records and store them in the product library .
  • the specific implementation manner of the product management system reconstructing the product record and generating the product library can be found in the first embodiment, which will not be repeated in this embodiment.
  • Step 430 Obtain and output product order data for products in the product library.
  • the product order data includes merchant settlement parameters matching the differentiated consumption conditions, and the differentiated consumption conditions are determined in response to receiving a user's product information acquisition request or a user's transaction request for the product.
  • the online platform (such as the O2O platform) generates the product order data
  • the online platform sends the product order data to the merchant-side device, and the merchant-side device receives and outputs the product order data for the products in the product library.
  • the merchant-side device periodically calls the interface of the online platform to read the product order data generated by the online platform.
  • the method further includes: obtaining a consumption request issued by the user for the target product and the requested consumption time when the consumption request is issued; and according to merchant settlement parameters matching the differentiated consumption conditions , Determine whether the differentiated consumption conditions include consumption conditions with differences in the time dimension; in response to the differentiated consumption conditions including consumption conditions with differences in the time dimension, obtain the product transaction time for which the transaction request is received, and Determine the differentiated consumption conditions that the user meets according to the target product targeted by the transaction request, and then determine the user according to the difference between the product transaction time and the requested consumption time, and the differentiated consumption conditions that the user meets Whether there is permission to consume the target product when the consumption time is requested.
  • the merchant-side device when a user wants to use a ticket purchased through an online platform, the merchant-side device will obtain a consumption request issued by the user for the ticket, and further obtain the requested consumption time when the consumption request is issued.
  • the use of the ticket is determined according to the merchant settlement parameter in the product order data according to whether the differentiated consumption condition of the ticket that matches the merchant settlement parameter includes a consumption condition that has a difference in the time dimension, for example, determining the Whether there is an identifier of the differentiated consumption condition of "early booking discount" in the merchant settlement parameter, or whether the merchant settlement parameter matches the commission of the differentiated consumption condition of "early booking discount”.
  • the merchant-side device When it is determined that the differentiated consumption conditions include consumption conditions with differences in the time dimension, the merchant-side device further obtains the product transaction time (for example, the order time in the product order data) when the transaction request to purchase the ticket is received, And determine the differentiated consumption conditions that the user meets according to the ticket targeted by the transaction request.
  • the consumption condition label of the ticket can be determined through the product information in the product library, and the differentiated consumption conditions that the user meets can be obtained according to the consumption condition label; it can also be recorded in the product order data that the user is purchasing the ticket
  • the differentiated consumption conditions that meet the time Finally, calculate the time difference between the product transaction time and the requested consumption time. If the time difference matches the differentiated consumption conditions that the user meets, it is determined that the user has the right to use the ticket when the requested consumption time is reached; otherwise , It is determined that the user does not have the right to use the ticket when the time is requested.
  • the O2O platform includes a query system 510, a product management system 520 (also referred to as a "product management platform" in the embodiment of this application), and an order generation system 530.
  • the query system 510 also includes a user client terminal 5101. The user uses an electronic device Run the user client 5101, and access the query system 510 through the user client 5101 to generate a product information acquisition request or a transaction request.
  • the user client 5101 is also used to determine differentiated consumption conditions according to the product information acquisition request or transaction request.
  • the product management system 520 is used to construct and store a product library, and to determine candidate products that match the product information acquisition request or transaction request according to the product information acquisition request or transaction request, and execute the consumption condition label of the product and The matching operation of differentiated consumption conditions, and output the target product and related information of the target product.
  • the user client 5101 is also used to detect the user's ordering operation, and notify the order generation system 530 to generate product order data and store the product order data.
  • the order generation system 530 may also directly generate a product information acquisition request or a transaction request, and determine differentiated consumption conditions, and then send the product information acquisition request or transaction request to the Product management system 520.
  • the product data processing method in the prior art only conducts product search from the search information dimensions such as keywords and category conditions entered by the user.
  • the recalled product is not closely related to the user's access scenario. Therefore, the platform and product suppliers cannot access The scene angle optimizes the user search or order process.
  • This application constructs a consumer condition label for each product when building a product library in advance, and determines differentiated consumer condition information according to the user's visit behavior, and then, based on the matching of the consumer condition label label of the product and the differentiated consumer condition
  • the product information display is integrated, so that the product displayed to the user is closely coupled with the user's visit behavior scene, matching user needs, and helping to improve the efficiency of generating orders through the platform.
  • the product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the role of the platform in the transaction, and thereby accurately evaluate the effect of the O2O platform in the transaction. effect.
  • the O2O platform further includes: an order verification system 540 for determining whether the user has the authority to consume the target product when the consumption time is requested.
  • differentiated consumption conditions By verifying the effectiveness of orders based on differentiated consumption conditions, it is avoided that products with different product labels built by introducing differentiated consumption conditions are used in unmatched scenarios, which will cause resource loss to the product supplier or O2O platform . For example, a user buys tickets in an early-book discount scenario at a lower selling price, but using them in a buy-as-you-go scenario will cause economic losses to the ticket supplier.
  • the O2O platform further includes: an order analysis system 550, which is used to analyze and use the correlation analysis of differentiated consumption conditions on order data. For example, according to the differentiated consumption conditions in the stored product order data, the platform efficiency calculation parameters of each product order data are determined; based on the platform efficiency calculation parameters, the platform order generation efficiency associated with the differentiated consumption conditions is calculated.
  • an order analysis system 550 which is used to analyze and use the correlation analysis of differentiated consumption conditions on order data. For example, according to the differentiated consumption conditions in the stored product order data, the platform efficiency calculation parameters of each product order data are determined; based on the platform efficiency calculation parameters, the platform order generation efficiency associated with the differentiated consumption conditions is calculated.
  • a supply method disclosed in this embodiment includes: step 610 to step 630.
  • FIG. 6 there is shown a step flow chart of a supply method provided by an embodiment of the present application.
  • the supply method may be applied to a product management platform, and may specifically include the following steps:
  • Step 610 Upon receiving the product acquisition request executed by the user, acquire user attribute information associated with the user.
  • the product management platform may be an OTA system, a shopping platform, etc., which is not limited in the embodiment of the present application.
  • the embodiments of the present application can be applied to a scenario where a user is provided with a corresponding product according to a scenario associated with the user.
  • the product acquisition request refers to the product generated by the operation of accessing the product when the user accesses the product management platform through the designated terminal, browses, inquires, purchases products, tourist attraction tickets, services and other products through the user client of the product management platform Get the request. For example, when the user selects a specified product, he clicks the request triggered by the "buy" button in the corresponding interface.
  • the product acquisition request may be a product acquisition request generated by the user's active behavior, such as a product acquisition request generated by the user's active search or click behavior of the product; it may also be a product generated by the execution code of the user's reach strategy within the product management platform
  • An acquisition request such as a product acquisition request generated when the user client corresponding to the product management platform actively pushes the product for the user after the user logs in, according to the user portrait information.
  • the product acquisition request can also be a request in the form of voice.
  • the voice input by the user is parsed, and a corresponding product acquisition request is generated according to the analysis result.
  • the designated terminal can be a mobile terminal, such as a mobile electronic device such as a mobile phone, a Pad (Portable Android Device, tablet computer), or a PC (Personal Computer, personal computer) terminal, such as a desktop computer, a notebook computer, etc.
  • a mobile terminal such as a mobile electronic device such as a mobile phone, a Pad (Portable Android Device, tablet computer), or a PC (Personal Computer, personal computer) terminal, such as a desktop computer, a notebook computer, etc.
  • the specific type of the designated terminal may be determined according to actual conditions, which is not limited in the embodiment of the present application.
  • User attribute information may include one or more of attribute information such as location attribute information, off-site attribute information, and transaction behavior attribute information.
  • a monitoring program can be set in the product management platform in advance, and the product acquisition request triggered by the user can be monitored in real time through the monitoring program.
  • the user attribute information associated with the user After receiving the product acquisition request executed by the user, the user attribute information associated with the user can be acquired.
  • the method of obtaining user attribute information can be performed according to the following steps.
  • the foregoing step 610 may include:
  • Sub-step A1 Obtain the first location information of the product supplier corresponding to the product acquisition request, and the second location information where the user is currently located.
  • the product supplier corresponding to the product acquisition request refers to the product supplier of the product requested by the user (such as product supplier, store, etc.).
  • the product supplier corresponding to the product acquisition request is store A.
  • the first location information refers to the location information of the product supplier corresponding to the product acquisition request.
  • the first location information is the location information of the B scenic spot, such as "Beijing xxx district xxx street xxx number" etc.
  • the second location information refers to the location information when the user initiates the product acquisition request, that is, the location information when the user operates the designated terminal to initiate the product acquisition request. For example, if the user initiates the product acquisition request at location C using a mobile phone, the second The location information is location C.
  • the product management party when the product supplier registers on the product management platform and provides product information, the product management party usually fills in the detailed information of the product supplier, such as product type, price of various products, supplier address and so on.
  • the first location information of the product supplier may be obtained according to the information corresponding to the product supplier stored in advance by the product management platform.
  • the acquisition of the user's second location information can be performed according to the following steps.
  • the above sub-step A1 may include:
  • Sub-step A1-1 Send a location authentication request to the terminal operated by the user.
  • the terminal operated by the user refers to the terminal used when the user initiates the product acquisition request, which may be a mobile terminal or a PC terminal, specifically, it may be determined according to actual conditions.
  • the location authentication request refers to an authentication request used by the product management platform to instruct users to share location. After the user accepts the location authentication request sent by the platform, the product management platform can obtain the current location of the terminal operated by the user.
  • the product management platform may send a location authentication request to the terminal operated by the user.
  • sub-step A1-2 After sending the location authentication request to the terminal operated by the user, sub-step A1-2 is performed.
  • Sub-step A1-2 After the location authentication request is successfully authenticated, obtain the second location information where the terminal is currently located.
  • the terminal After the terminal receives the location authentication request, it can display the location authentication request on the terminal display screen.
  • the user does not accept the location authentication request sent by the product management platform, it means that the authentication of the location authentication request is not successful, that is, the user does not
  • the location information of the terminal operated by the user will be shared with the product management platform. For such a solution, this embodiment of the application does not consider it.
  • the user When the user accepts the location authentication request sent by the product management platform, it indicates that the location authentication request is successfully authenticated, that is, the user can share the location information of the terminal (ie, the user) operated by the user with the product management platform.
  • the product management platform can obtain the second location information where the terminal is currently located, that is, the second location information where the user is currently located.
  • the above-mentioned method of obtaining the second location information is a solution listed in order to better understand the solutions of the embodiments of the present application.
  • Any of the existing technologies can enable the product management platform to obtain the current location of the user.
  • the methods of the second location information can all be applied to the embodiments of the present application, and the embodiments of the present application will not be repeated here.
  • sub-step A2 After obtaining the first position information and the second position information, sub-step A2 is performed.
  • Sub-step A2 calculate the separation distance between the user and the product manager based on the first location information and the second location information.
  • the separation distance refers to the distance between the product supplier and the user.
  • the first location information and the second location information usually refer to the longitude and latitude information. After the first location information and the second location information are obtained, the relationship between the user and the product manager can be calculated based on the first location information and the second location information. The separation distance between.
  • Sub-step A3 Determine the location attribute information of the user according to the separation distance.
  • the location attribute information may include near-field attributes and far-field attributes.
  • the near-field attributes and far-field attributes refer to the distance between the user and the product supplier when the user and the product supplier are in the same geographic area. Attributes, for example, when the separation distance between the user and the product supplier is within 100m, the location attribute information is the near field attribute, and when the separation distance between the user and the product supplier is outside the 100m range, the location attribute information is It is the far-field attribute.
  • the target location attribute refers to the location attribute information associated with the user determined based on the separation distance between the user and the product supplier corresponding to the product acquisition request.
  • the separation distance can be compared with the preset distance threshold.
  • the location attribute information associated with the user is the far-field attribute.
  • the location attribute information associated with the user is the near field attribute.
  • the distance threshold can be a value preset by the R&D personnel based on experience.
  • the distance threshold can be 100m, 200m, etc.
  • fence data can be drawn for scenic spots, combined with user positioning information, you can calculate whether the user is in The closest distance between the park and the fence of the scenic spot, so as to accurately judge the user's near and far field attributes.
  • the distance threshold setting may be determined according to actual conditions, which is not limited in the embodiment of the present application.
  • the method of obtaining user attribute information can be performed according to the following steps.
  • the foregoing step 610 may include:
  • Sub-step B1 Obtain historical transaction information associated with the user.
  • historical transaction information refers to the transaction data information that the user has completed on the product management platform, for example, the information about the product purchased by the user on the product management platform, return information, and delivery address information.
  • the product management platform can save the user's transaction record information completed in the product management platform for a month or even longer. Through the transaction record information, the historical transaction information associated with the user can be obtained.
  • sub-step B2 After obtaining historical transaction information associated with the user, sub-step B2 is performed.
  • Sub-step B2 Determine the user profile information of the user according to the historical transaction information.
  • Sub-step B3 Determine the resident area information of the user according to the user portrait information.
  • User portrait information is information describing user identity attributes and product preferences. It depicts the full picture of user information, including static identity attribute information such as user gender, age, constellation, etc., and also includes dynamic abstracts obtained based on user historical behavior log analysis Information, such as the user's resident city, user's category preference, price preference and other product preference information.
  • the user's resident area information that is, the user's resident city, can be determined based on the user portrait information.
  • sub-step B4 is performed.
  • Sub-step B4 According to the resident area information, obtain remote attribute information corresponding to the user.
  • the remote attribute information may include both remote attributes and local attributes.
  • the user’s remote attribute information is the local attribute
  • the product supplier is located in city D and the user’s resident area is in city F, it means that the user and the product supplier are in different cities
  • the user’s The remote attribute information is the remote attribute.
  • the user's resident area information can be compared with the area where the product supplier corresponding to the product acquisition request is located. When the two match, it means the user's resident area and product supply The party is in the same area, that is, the user's remote attribute information is the local attribute.
  • the user's remote attribute information is the remote attribute.
  • the method of obtaining user attribute information can be performed according to the following steps.
  • the foregoing step 610 may include:
  • Sub-step C1 Obtain the target historical transaction information of the product supplier corresponding to the product acquisition request from the historical transaction information.
  • Sub-step C2 Determine transaction behavior attribute information corresponding to the user according to the target historical transaction information.
  • the target historical transaction information refers to the transaction information completed by the user at the product supplier.
  • the product supplier is store K
  • the transaction information completed by the user at store K includes purchase of product A and purchase of product C
  • the target historical transaction information is the information of the purchased commodity A and the purchased commodity C.
  • Transaction behavior attribute information refers to the attributes used to reflect whether the user is a new or old customer of the product supplier, that is, the transaction behavior attribute information can include new customer attributes and old customer attributes, for example, the user has never purchased a product from the product supplier before , The transaction attribute information is the new customer attribute, and when the user has previously purchased the product from the product supplier, the corresponding transaction attribute information is the old customer attribute.
  • the transaction attribute information corresponding to the user can be determined according to the target historical transaction information.
  • the target historical transaction information is recorded as When the value is empty, it means that the user has never purchased a product from the product supplier, that is, the transaction attribute information corresponding to the user is the new customer attribute; and when the target historical transaction information record is one or more transaction information, it means the user Once the product has been purchased from the product supplier, the transaction attribute information corresponding to the user is the old customer attribute.
  • step 620 is executed.
  • Step 620 Obtain corresponding target product information according to the mapping relationship between the user attribute information and the product label and the attribute information of the requested product.
  • the requested product attribute information refers to the product attribute of the product that the user wants to obtain.
  • tickets can be divided into adult tickets, child tickets, half-price tickets, etc.
  • the product attributes It is an adult ticket; for branded tea, it can be divided into low-grade, intermediate-grade, high-grade, special-grade, etc., when users need to purchase intermediate-grade tea, the product attribute is intermediate-grade tea, etc.
  • Product labels refer to the price labels provided for different types of products, whether they are returnable labels, etc. For example, for the same product, users with old customer attributes can be provided with relatively low price labels, while for new customer attributes Users provide relatively high price tags; users with near-field attributes can be provided with relatively low price tags, and users with far-field attributes can be provided with relatively high price tags, and so on.
  • the product management platform can save the mapping relationship between the attribute information and the product label in advance. Specifically, the product management platform can save the above mapping relationship in the form of a list. For example, the mapping relationship corresponding to product A can be as shown in Table 2 below. Shown:
  • Table 2 Mapping relationship between attribute information and product label
  • the corresponding product label when the user attribute information is the near field attribute, the corresponding product label is 95, returnable; and when the user attribute information is the far field attribute, the corresponding product label is The price is 100, and the product can be returned; and when the user attribute information is a remote attribute, the corresponding product label is 120, non-refundable, etc.
  • the product management platform can also save the above-mentioned mapping relationship in other ways, such as creating a corresponding mapping relationship database to save the above-mentioned mapping relationship, etc. Specifically, it can be determined according to actual conditions, which is not limited in the embodiment of the present application.
  • the product that the user needs to obtain can be obtained, for example, adult tickets, or intermediate C brand tea.
  • the target product label corresponding to the user attribute information (ie the product label corresponding to the user attribute information) can be obtained, and then based on The target product label provides the target product information of the corresponding target product label.
  • the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc., that is, product A, price : XX, can it be refunded: X etc.
  • the embodiments of this application provide products with different price tags and/or returnable labels by distinguishing users in different scenarios, and provide users with different products, which can improve the flexibility of the product system (ie, product management platform). Purchasing the required products in the system improves the user experience.
  • the foregoing step 620 may include:
  • Sub-step S Obtain the target product information according to the mapping relationship between the location attribute information and the product label and the requested product attribute information.
  • the mapping relationship between the location attribute information and the product label can be stored in the product management platform in advance. Understandably, different products have different mapping relationships between the location attribute information and the product label. Different levels of the same type of product can also have different mapping relationships between location attribute information and product tags. For example, for tickets, adult tickets can correspond to the mapping relationship between location attribute information and product tags; for intermediate C For brand tea, it can correspond to the mapping relationship between the corresponding location attribute information and the product label; for advanced brand C tea, it can correspond to the mapping relationship between the corresponding location attribute information and the product label, and so on.
  • the mapping relationship between the location attribute information and the product label can be stored in the form of a list on the product management platform, or can be stored in the form of a database. Specifically, it can be determined according to the actual situation, which is not described in the embodiment of this application. limit.
  • the product that the user needs to obtain can be obtained, for example, adult tickets, or intermediate C brand tea.
  • the target product label corresponding to the location attribute information corresponding to the user can be obtained (ie the product label corresponding to the location attribute information ), and then provide the target product information of the corresponding target product label according to the target product label.
  • the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc., that is Product B, price: XXX, refundable: XX, etc.
  • the embodiments of this application provide products with different price tags and/or returnable labels by distinguishing users in different locations, and provide users with different products, which can improve the flexibility of the product system (ie, product management platform). Purchasing the required products in the system improves the user experience.
  • the foregoing step 620 may include:
  • Sub-step M Obtain the target product information according to the mapping relationship between the off-site attribute information and the product label and the requested product attribute information.
  • the product management platform can pre-store the mapping relationship between the off-site attribute information and the product label. It is understandable that different products have different mapping relationships between the off-site attribute information and the product label. Different levels of the same type of product can also have different mapping relationships between off-site attribute information and product labels. For example, for tickets, adult tickets can correspond to the mapping relationship between off-site attribute information and product labels; and for intermediate C For brand tea, it can correspond to the mapping relationship between the corresponding off-site attribute information and product label; for advanced brand C tea, it can correspond to the mapping relationship between the corresponding off-site attribute information and product label, and so on.
  • the mapping relationship between the off-site attribute information and the product label can be stored in the form of a list on the product management platform, or in the form of a database. Specifically, it can be determined according to the actual situation, which is not included in the embodiment of this application. limit.
  • the product that the user needs to obtain can be obtained, for example, adult tickets, or intermediate C brand tea.
  • the target product label corresponding to the off-site attribute information corresponding to the user can be obtained (ie the product label corresponding to the off-site attribute information ), and then provide the target product information of the corresponding target product label according to the target product label.
  • the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc., that is Product B, price: XXX, refundable: XX, etc.
  • the embodiments of this application provide products with different price tags and/or returnable labels by distinguishing users in different regions, and provide users with different products, which can improve the flexibility of the product system (ie, product management platform). Purchasing the required products in the system improves the user experience.
  • the foregoing step 620 may include:
  • Sub-step N Obtain the target product information according to the mapping relationship between the transaction behavior attribute and the product label and the requested product attribute information.
  • the mapping relationship between the transaction behavior attribute information and the product label can be stored in the product management platform in advance. Understandably, different products have different mapping relationships between the transaction behavior attribute information and the product label. For different levels of the same type of product, there may also be different mapping relationships between transaction behavior attribute information and product labels. For example, for tickets, adult tickets may correspond to the mapping relationship between transaction behavior attribute information and product labels; For the intermediate brand C tea, it can correspond to the mapping relationship between the corresponding transaction behavior attribute information and the product label; for the advanced C brand tea, it can correspond to the corresponding transaction behavior attribute information and the product label. The mapping relationship and so on.
  • the mapping relationship between the transaction attribute information and the product label can be stored in the form of a list on the product management platform, or in the form of a database. Specifically, it can be determined according to the actual situation. Be restricted.
  • the product that the user needs to obtain can be obtained, for example, adult tickets, or intermediate C brand tea.
  • the target product label corresponding to the transaction attribute information corresponding to the user can be obtained (that is, the target product label corresponding to the transaction attribute information Product label), and then provide the target product information corresponding to the target product label according to the target product label.
  • the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc. Etc., namely product B, price: XXX, refundable: XX, etc.
  • the embodiments of this application provide users with products with different price tags and/or returnable labels by distinguishing users as new customers or old customers, and provide users with different products, which can improve the flexibility of the commodity system (ie, product management platform).
  • the required products can be purchased in the commodity system, thereby improving the user experience.
  • two types of attribute information of the above three types of user attribute information can also be combined to obtain target product information.
  • any two types of attributes can be pre-stored in the product management platform
  • the product management platform can pre-store the mapping relationship between three types of user attribute information and product labels, namely, location attribute information, off-site attribute information, and transaction behavior
  • the mapping relationship between the attribute information and the product label, and further, the corresponding target product information is obtained according to the corresponding mapping relationship and the obtained user attribute information.
  • products with corresponding prices and/or returnable products can be provided according to the user’s scenario, which improves the flexibility of product provision, and can save part of the price for local long-term users. Improve the user experience.
  • step 630 After obtaining the corresponding target product information according to the mapping relationship between the attribute information and the product label and the requested product attribute information, step 630 is executed.
  • Step 630 Display the target product information to the user.
  • the target product information can be displayed on the display interface of the terminal screen operated by the user for the user to perform subsequent selection and purchase operations.
  • products with different price tags and/or returnable tags are provided by distinguishing users in different scenarios (far and near field, whether they are different places, new and old customers, etc.) to provide users with different products, which can improve the commodity system (I.e. product management platform) flexibility, users can purchase required products in the commodity system, thereby improving the user experience.
  • commodity system I.e. product management platform
  • the supply method provided in the embodiments of the present application obtains user attribute information associated with the user when a product acquisition request executed by the user is received, and obtains the attribute information according to the mapping relationship between the attribute information and the product label, and the requested product attribute information Corresponding target product information, and display the target product information to the user.
  • the embodiment of the application provides different products to users by distinguishing user attribute information associated with users, which can improve the flexibility of the commodity system (ie, product management platform). Users can purchase the required products in the commodity system, thereby increasing the user Experience.
  • a product data processing device disclosed in this embodiment, as shown in FIG. 7, includes:
  • the product library obtaining module 710 is configured to obtain a product library that records products and product information corresponding to each of the products, the product information includes: a consumption condition label matching preset differentiated consumption conditions;
  • the differentiated consumption condition determination module 720 is configured to determine the difference conforming to when the user sends the product information acquisition request or the transaction request in response to receiving the user's product information acquisition request or the user's transaction request for the product Oriented consumption conditions;
  • the target product determining module 730 is configured to determine, according to the consumption condition tag, a product in the product library that matches the differentiated consumption condition that the user meets and matches the product information acquisition request or the transaction request , As the target product;
  • the product order data generating module 740 is configured to generate product order data after detecting that the user performs an order operation for the target product, the product order data including merchant settlement parameters matching the differentiated consumption conditions.
  • the preset differentiated consumption conditions include consumption conditions that have differences in at least one information dimension, and the information dimensions include: a space dimension, a time dimension, or a user dimension.
  • the step of determining the differentiated consumption conditions that are met when the user sends the product information acquisition request or the transaction request includes:
  • a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request is determined.
  • the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
  • the distance between the user and the offline sales place of the product is calculated
  • the consumption condition tag mapping of the products matching the product information acquisition request or the transaction request in the product library to obtain the numerical range in the spatial dimension it is determined that the user sends the The differentiated consumption conditions that meet the product information acquisition request or the transaction request.
  • the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
  • the differentiated consumption conditions that the user meets when sending the product information acquisition request or transaction request are determined.
  • the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
  • the consumption condition label mapping of the product matching the product information acquisition request or the transaction request in the product library to obtain the value range in the user dimension determine the Describe the differentiated consumption conditions that users meet.
  • the method further includes:
  • the user According to the difference between the product transaction time and the requested consumption time and the differentiated consumption conditions that the user meets, it is determined whether the user has the authority to consume the target product when the requested consumption time is requested.
  • the method further includes:
  • the product transaction time and the differentiated consumption conditions that the user meets are used as part of the data for generating the merchant’s settlement parameters, so that when the merchant obtains the user’s consumption request for the target product, according to the acquisition request.
  • the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition
  • the target product determination module 730 is further configured to:
  • a target product is determined from the candidate products.
  • the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition
  • the target product determination module 730 is further configured to:
  • a product in the candidate product sub-library that matches the product information acquisition request or the transaction request is determined as a target product.
  • the device further includes an order data processing module 750, configured to:
  • the platform order generation efficiency associated with the preset differentiated consumption conditions is calculated.
  • the device further includes an order data output module 760 for:
  • the generated product order data and user attribute data corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request are output to the merchant-side data processing system.
  • the product information in the product library is generated in the following ways:
  • the consumption condition label that matches the corresponding differentiated consumption conditions and at least part of the product records obtained, respectively generate a product label that matches each of the differentiated consumption conditions. Matching product records.
  • the product data processing device obtains a product library that records products and product information corresponding to each of the products, and the product information includes: a consumption condition tag matching preset differentiated consumption conditions; After receiving a user's product information acquisition request or a user's transaction request for the product, determine the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request; determine according to the consumption condition tag
  • the product in the product library that matches the differentiated consumption conditions that the user meets and matches the product information acquisition request or the transaction request is regarded as the target product; when it is detected that the user is targeting the target product
  • product order data is generated.
  • the product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the platform's role in transactions, and thus can be accurate Evaluate the role of the O2O platform in the transaction.
  • a product data processing device disclosed in this embodiment as shown in FIG. 9,
  • the product record generating module 910 is configured to generate at least one product record of the product according to the product input by the user and the product information of the product;
  • the product record sending module 920 is configured to send the product record to a preset product management system, so that the product management system generates a product library that records the product and product information corresponding to the product according to the product record,
  • the product information corresponding to the products in the product library includes consumption condition tags that match preset differentiated consumption conditions;
  • the product order data acquisition module 930 is configured to acquire and output product order data for products in the product library
  • the product order data includes merchant settlement parameters matching the differentiated consumption conditions, and the differentiated consumption conditions are determined in response to receiving a user's product information acquisition request or a user's transaction request for the product.
  • the device further includes:
  • the product verification module 940 is configured to obtain a consumption request issued by the user for the target product and the requested consumption time when the consumption request is issued; then, determine the differentiation according to the merchant settlement parameters matching the differentiated consumption conditions Whether the consumption conditions include consumption conditions with differences in the time dimension; and, in response to the differentiated consumption conditions including consumption conditions with differences in the time dimension, obtain the product transaction time for which the transaction request is received, and according to the transaction
  • the target product for the request determines the differentiated consumption conditions that the user meets, and then, based on the difference between the product transaction time and the requested consumption time, and the differentiated consumption conditions that the user meets, it is determined that the user is in the request Whether you have the authority to consume the target product during consumption time.
  • the product record generating module 910 is further configured to:
  • the generated consumption condition label and the product label that match each of the preset differentiated consumption conditions a product record matching each of the differentiated consumption conditions is generated respectively.
  • FIG. 11 there is shown a schematic structural diagram of a supply device provided by an embodiment of the present application.
  • the supply may be applied to a product management platform, and specifically may include:
  • the user attribute obtaining module 1110 is configured to obtain user attribute information associated with the user when the product obtaining request executed by the user is received;
  • the target product obtaining module 1120 is used to obtain the corresponding target product information according to the mapping relationship between the user attribute information and the product label and the attribute information of the requested product;
  • the target product display module 1130 is used to display the target product information to the user.
  • the user attribute information includes any one or more of location attribute information, off-site attribute information, and transaction behavior attribute information.
  • the user attribute information includes location attribute information
  • the user attribute obtaining module 1110 includes: a location information obtaining sub-module for obtaining first location information of the product supplier corresponding to the product obtaining request, and Second location information where the user is currently located; a separation distance calculation sub-module for calculating the separation distance between the user and the product manager based on the first location information and the second location information;
  • the target location determination sub-module is used to determine the location attribute information of the user according to the separation distance;
  • the target product acquisition module 1120 includes: a first product acquisition sub-module, which is used to map the location attribute information to the product label The relationship and the requested product attribute information to obtain the target product information.
  • the location information acquisition sub-module includes: a location authentication request sending sub-module, used to send a location authentication request to the terminal operated by the user; a second location obtaining sub-module, used to authenticate in the location authentication request After the right is successful, obtain the second location information where the terminal is currently located.
  • the user attribute information includes remote attribute information
  • the user attribute acquisition module 1110 includes: a historical transaction information acquisition sub-module for acquiring historical transaction information associated with the user; a user portrait information determining sub-module for To determine the user portrait information of the user based on the historical transaction information; the resident area information determination sub-module, used to determine the resident area information of the user based on the user portrait information; the target off-site attribute acquisition sub-module , Used to obtain the off-site attribute information corresponding to the user according to the resident area information; the target product obtaining module 1120 includes: a second product obtaining sub-module, which is used to obtain a mapping relationship between off-site attribute information and product labels And the requested product attribute information to obtain the target product information.
  • the user attribute information includes transaction behavior attribute information
  • the user attribute acquisition module 1110 includes: a target transaction information acquisition sub-module, configured to acquire the product supply corresponding to the product acquisition request from the historical transaction information The target historical transaction information of the party; the target transaction attribute determining sub-module is used to determine the transaction behavior attribute information corresponding to the user according to the target historical transaction information; the target product obtaining module 1120 includes: a third product obtaining submodule The module is used to obtain the target product information according to the mapping relationship between the transaction behavior attribute and the product label and the requested product attribute information.
  • the supply device provided in the embodiment of the present application obtains user attribute information associated with the user when receiving a product acquisition request executed by the user, and obtains the attribute information according to the mapping relationship between the attribute information and the product label, and the requested product attribute information Corresponding target product information, and display the target product information to the user.
  • the embodiment of the application provides different products to users by distinguishing user attribute information associated with users, which can improve the flexibility of the commodity system (ie, product management platform). Users can purchase the required products in the commodity system, thereby increasing the user Experience.
  • the embodiment of the present application also provides an electronic device, including: a processor, a memory, and a computer program stored on the memory and running on the processor.
  • the processor implements the foregoing when the program is executed.
  • the supply method and/or product data processing method of the embodiment are examples of the embodiment.
  • the embodiment of the present application also provides a non-volatile computer-readable storage medium.
  • the instructions in the storage medium are executed by the processor of the electronic device, the electronic device can execute the supply method of the foregoing embodiment. Steps and/or steps of the product data processing method.
  • the description is relatively simple, and for related parts, please refer to the part of the description of the method embodiment.
  • modules or units or components in the embodiments can be combined into one module or unit or component, and in addition, they can be divided into multiple sub-modules or sub-units or sub-components. Except that at least some of such features and/or processes or units are mutually exclusive, any combination can be used to compare all features disclosed in this specification (including the accompanying claims, abstract and drawings) and any method or methods disclosed in this manner or All the processes or units of the equipment are combined. Unless expressly stated otherwise, each feature disclosed in this specification (including the accompanying claims, abstract and drawings) may be replaced by an alternative feature that provides the same, equivalent or similar purpose.
  • Each component embodiment of the embodiments of the present application may be implemented by hardware, or by software modules running on one or more processors, or by a combination of them.
  • a microprocessor or a digital signal processor (DSP) may be used in practice to implement some or all of the functions of some or all of the components in the dynamic picture generating device according to the embodiments of the present application.
  • DSP digital signal processor
  • the embodiments of the present application can also be implemented as a device or device program for executing part or all of the methods described herein.
  • Such a program for realizing the embodiments of the present application may be stored on a computer-readable medium, or may have the form of one or more signals. Such signals can be downloaded from Internet websites, or provided on carrier signals, or provided in any other form.
  • FIG. 12 shows an electronic device that can implement the method according to the present application.
  • the electronic device traditionally includes a processor 1220 and a computer program product in the form of a memory 1210 or a computer-readable storage medium.
  • the electronic device may be a PC, a mobile terminal, a personal digital assistant, a tablet computer, etc.
  • the electronic device is a computing processing device.
  • the memory 1210 may be an electronic memory such as flash memory, EEPROM (Electrically Erasable Programmable Read Only Memory), EPROM, hard disk, or ROM.
  • the memory 1210 has a storage space 12101 for executing program codes of any method steps in the above methods.
  • the storage space 12101 for program codes may include program codes 12102 for implementing various steps in the above method.
  • the computer program product or the computer readable storage medium has a program code of a computer program stored thereon, and the program code is executed by the processor 1220 to realize the foregoing method.
  • These program codes can be read out from or written into one or more computer program products.
  • These computer program products include program code carriers such as hard disks, compact disks (CDs), memory cards or floppy disks.
  • Such a computer program product or computer readable storage medium is usually a portable or fixed storage unit as described with reference to FIG. 13.
  • the storage unit is used to hold or carry the program code for implementing the method according to the present application, and the storage unit may have storage segments, storage spaces, etc. arranged similarly to the storage 1210 in the electronic device of FIG. 12.
  • the program code can be compressed in an appropriate form, for example.
  • the storage unit includes computer readable codes 12102', that is, codes that can be read by, for example, a processor such as 1220. When the electronic device is running, these codes cause the electronic device to perform the steps in the method described
  • any reference signs placed between parentheses should not be constructed as a limitation to the claims.
  • the word “comprising” does not exclude the presence of elements or steps not listed in the claims.
  • the word “a” or “an” preceding an element does not exclude the presence of multiple such elements.
  • the application can be implemented by means of hardware including several different elements and by means of a suitably programmed computer. In the unit claims enumerating several devices, several of these devices may be embodied by the same hardware item.
  • the use of the words first, second, and third, etc. do not indicate any order. These words can be interpreted as names.

Abstract

The present invention relates to the technical field of computers, and more particularly, relates to a product data processing method. The product data processing method comprises: accessing a product library storing products and product information corresponding to the respective products (110), the product information comprising a consumption condition tag matching a preset differentiated consumption condition; in response to receiving a product information acquisition request or a transaction request with respect to a product from a user, determining a differentiated consumption condition met by the user when sending the product information acquisition request or the transaction request; determining a target product according to the consumption condition tag (130); and upon detecting an order placed by the user for the target product, generating product order data (140), the product order data comprising a merchant settlement parameter matching the differentiated consumption condition.

Description

产品数据处理Product data processing
本申请要求在2019年3月21日提交中国专利局、申请号为201910219393.8、发明名称为“产品数据处理方法及装置、供货方法及装置、电子设备”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。This application claims the priority of a Chinese patent application filed with the Chinese Patent Office, the application number is 201910219393.8, and the invention title is "product data processing method and device, supply method and device, electronic equipment" on March 21, 2019, all of which The content is incorporated in this application by reference.
技术领域Technical field
本申请实施例涉及计算机技术领域,特别是涉及一种产品数据处理方法及装置、供货方法及装置,电子设备及计算机可读存储介质。The embodiments of the present application relate to the field of computer technology, in particular to a product data processing method and device, a supply method and device, electronic equipment, and a computer-readable storage medium.
背景技术Background technique
现有的O2O(Online To Offline,在线离线)平台以提供用户进行线上查询、浏览、下单,线下消费订单的方式,为用户的生活提供了极大的方便,同时,也为平台供应商提供了更加广阔的订单生成渠道。O2O平台通常分为四个环节:供、控、选、售。“供”即供应上单,产品信息电子化的过程;“控”即对货品的审核控制及提升;“选”、“售”分别对应O2O平台的用户客户端,使得用户通过用户客户端执行产品的搜索、浏览、下单等产品访问操作。The existing O2O (Online To Offline) platform provides users with online inquiries, browsing, placing orders, and offline consumption orders, which provides great convenience for users’ lives and also provides the platform with Suppliers provide a broader order generation channel. The O2O platform is usually divided into four links: supply, control, selection, and sales. "Supply" refers to the process of supplying orders and electronic product information; "control" refers to the review, control and improvement of goods; "selection" and "sale" respectively correspond to the user client of the O2O platform, allowing users to execute through the user client Product access operations such as product search, browsing, and order placement.
因此,需要提供一种能够客观有效地将O2O平台在交易中所起作用进行量化和处理的技术方案。Therefore, it is necessary to provide a technical solution that can objectively and effectively quantify and process the role of the O2O platform in transactions.
发明内容Summary of the invention
本申请提供一种产品数据处理方法,能够实现对平台在交易中所起作用进行量化和处理。This application provides a product data processing method that can quantify and process the role of the platform in transactions.
第一方面,本申请实施例提供了一种产品数据处理方法,包括:In the first aspect, an embodiment of the present application provides a product data processing method, including:
获取记录产品和与每个所述产品对应的产品信息的产品库,所述产品信息包括:匹配预设差异化消费条件的消费条件标签;Acquiring a product library that records products and product information corresponding to each of the products, where the product information includes: consumption condition tags matching preset differentiated consumption conditions;
响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件;In response to receiving a user's product information acquisition request or a user's transaction request for the product, determining the differentiated consumption conditions that the user meets when the user sends the product information acquisition request or the transaction request;
根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化 消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品;According to the consumption condition tag, determine that a product in the product library that matches the differentiated consumption condition that the user meets and matches the product information acquisition request or the transaction request is determined as a target product;
在检测到所述用户针对所述目标产品执行下单操作之后,生成产品订单数据,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数。After detecting that the user performs an order operation for the target product, product order data is generated, and the product order data includes merchant settlement parameters matching the differentiated consumption conditions.
第二方面,本申请实施例提供了一种产品数据处理方法,包括:In the second aspect, an embodiment of the present application provides a product data processing method, including:
根据用户输入的产品及所述产品的产品信息,生成至少一条所述产品的产品记录;Generating at least one product record of the product according to the product input by the user and the product information of the product;
发送所述产品记录至预设产品管理系统,以供所述产品管理系统根据所述产品记录生成记录所述产品和与所述产品对应的产品信息的产品库,所述产品库中的产品对应的产品信息包括匹配预设差异化消费条件的消费条件标签;Send the product record to a preset product management system, so that the product management system generates a product library that records the product and product information corresponding to the product according to the product record, and the product in the product library corresponds to The product information includes consumption condition tags matching preset differentiated consumption conditions;
获取针对所述产品库中的产品的产品订单数据并进行输出;Obtain and output product order data for products in the product library;
其中,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,所述差异化消费条件为响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求而确定的。The product order data includes merchant settlement parameters matching the differentiated consumption conditions, and the differentiated consumption conditions are determined in response to receiving a user's product information acquisition request or a user's transaction request for the product.
第三方面,本申请实施例还公开了一种电子设备,包括存储器、处理器及存储在所述存储器上并可在处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现本申请实施例所述的产品数据处理方法。In the third aspect, an embodiment of the present application also discloses an electronic device, including a memory, a processor, and a computer program stored on the memory and capable of running on the processor, and the processor executes the computer program when the computer program is executed. The product data processing method described in the embodiment of the application.
第四方面,本申请实施例提供了一种计算机可读存储介质,其上存储有计算机程序,该程序被处理器执行时本申请实施例公开的产品数据处理方法的步骤的步骤。In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium on which a computer program is stored. When the program is executed by a processor, the steps of the product data processing method disclosed in the embodiment of the present application are steps.
本申请实施例提供的产品数据处理方法,通过获取记录产品和与每个所述产品对应的产品信息的产品库,所述产品信息包括:匹配预设差异化消费条件的消费条件标签;响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件;根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品;在检测到所述用户针对所述目标产品执行下单操作之后,生成产品订单数据,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,能够实现对平台在交易中所起作用进行更加准确的量化和处理,进而能够更准确地评估O2O平台在交易中所起作用。The product data processing method provided by the embodiment of the present application obtains a product library that records products and product information corresponding to each product, and the product information includes: a consumption condition label matching preset differentiated consumption conditions; After receiving a user's product information acquisition request or a user's transaction request for the product, determine the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request; determine according to the consumption condition tag The product in the product library that matches the differentiated consumption conditions that the user meets and matches the product information acquisition request or the transaction request is regarded as the target product; when it is detected that the user is targeting the target product After the order is executed, product order data is generated. The product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the platform's role in the transaction, and furthermore Accurately evaluate the role of the O2O platform in the transaction.
附图说明Description of the drawings
为了更清楚地说明本申请实施例的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to explain the technical solutions of the embodiments of the present application more clearly, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the drawings in the following description are only some of the present application. Embodiments, for those of ordinary skill in the art, without creative labor, other drawings can be obtained from these drawings.
图1是本申请实施例一的产品数据处理方法流程图;FIG. 1 is a flowchart of a product data processing method according to Embodiment 1 of the present application;
图2是本申请实施例二的产品数据处理方法流程图;Fig. 2 is a flowchart of a product data processing method according to the second embodiment of the present application;
图3是本申请实施例三的产品数据处理方法流程图;Fig. 3 is a flowchart of a product data processing method according to the third embodiment of the present application;
图4是本申请实施例四的产品数据处理方法流程图;Fig. 4 is a flowchart of a product data processing method according to the fourth embodiment of the present application;
图5是本申请实施例一至四所述的产品数据处理方法应用场景示意图;5 is a schematic diagram of an application scenario of the product data processing method described in Embodiments 1 to 4 of the present application;
图6是本申请实施例六的产品数据处理方法流程图;Fig. 6 is a flowchart of a product data processing method according to the sixth embodiment of the present application;
图7是本申请实施例七的产品数据处理装置结构示意图之一;FIG. 7 is one of the structural schematic diagrams of the product data processing device of the seventh embodiment of the present application;
图8是本申请实施例七的产品数据处理装置的结构示意图之二;FIG. 8 is the second structural diagram of the product data processing device of the seventh embodiment of the present application;
图9是本申请实施例八的产品数据处理装置的结构示意图之一;FIG. 9 is one of the structural schematic diagrams of the product data processing device of the eighth embodiment of the present application;
图10是本申请实施例八的产品数据处理装置的结构示意图之二;FIG. 10 is the second structural diagram of the product data processing device of the eighth embodiment of the present application;
图11是本申请实施例九的产品数据处理装置的结构示意图;FIG. 11 is a schematic structural diagram of a product data processing device according to the ninth embodiment of the present application;
图12示意性地示出了用于执行根据本申请的方法的电子设备的框图;以及Fig. 12 schematically shows a block diagram of an electronic device for executing the method according to the present application; and
图13示意性地示出了用于保持或者携带实现根据本申请的方法的程序代码的存储单元。Fig. 13 schematically shows a storage unit for holding or carrying program codes for implementing the method according to the present application.
具体实施例Specific embodiment
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, rather than all of them. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of this application.
实施例一Example one
参照图1,示出了本申请实施例提供的一种产品数据处理方法,所述方法包括步骤110至步骤140。1, there is shown a product data processing method provided by an embodiment of the present application, and the method includes step 110 to step 140.
步骤110,获取记录产品和与每个所述产品对应的产品信息的产品库。Step 110: Obtain a product library that records products and product information corresponding to each product.
其中,所述产品信息包括:匹配预设差异化消费条件的消费条件标签。Wherein, the product information includes: consumption condition tags matching preset differentiated consumption conditions.
在本申请的一些实施例中,每个所述产品对应一条产品记录,所述产品 记录包括该条产品记录所述描述的产品的产品信息。其中,所述产品信息包括:匹配差异化消费条件的消费条件标签。在本申请的另一些实施例中,所述产品信息还包括产品标签,所述产品标签进一步包括产品的售卖价格、产品力等信息。在本申请的另一些实施例中,所述产品信息还包括交易相关信息。In some embodiments of the present application, each of the products corresponds to a product record, and the product record includes product information of the product described in the product record. Wherein, the product information includes: a consumption condition tag matching differentiated consumption conditions. In some other embodiments of the present application, the product information further includes a product label, and the product label further includes information such as the selling price of the product and the product strength. In some other embodiments of the present application, the product information further includes transaction-related information.
本申请实施例中所述的产品库中的每条记录对应一个产品,不同产品可能是只有消费条件标签、价格和/或产品力以及不同,而其他信息全部相同。Each record in the product library described in the embodiment of the present application corresponds to a product. Different products may only be different in terms of consumption conditions, prices, and/or product strengths, and other information is all the same.
在本申请的一些实施例中,所述预设差异化消费条件包括在至少一个信息维度上具有差异的消费条件,所述信息维度包括:空间维度、时间维度或用户维度。In some embodiments of the present application, the preset differentiated consumption conditions include consumption conditions that have differences in at least one information dimension, and the information dimensions include: a space dimension, a time dimension, or a user dimension.
本申请具体实施时,首先需要获取记录产品和与每个所述产品对应的产品信息的产品库。所述产品库中包括多条产品信息,每条产品信息对应一个产品,同一个产品可以对应多条产品信息。所述产品库中的产品记录如下表所示:When the application is specifically implemented, it is first necessary to obtain a product library that records products and product information corresponding to each product. The product library includes multiple pieces of product information, each piece of product information corresponds to one product, and the same product can correspond to multiple pieces of product information. The product records in the product library are shown in the following table:
Figure PCTCN2019121651-appb-000001
Figure PCTCN2019121651-appb-000001
表1:产品记录Table 1: Product Record
本申请实施例中所述的差异化消费条件至少基于时间维度、空间维度、用户维度任意一个维度或多个维度的信息进行描述,例如:基于时间维度和空间维度描述差异化消费条件;或者,基于空间维度和用户维度描述差异化消费条件;或者,基于空间维度描述差异化消费条件;或者,基于用户维度描述差异化消费条件;或者,基于时间维度、空间维度和用户维度描述差异化消费条件等。其中,时间维度的信息包括如:早订优惠、随买随用;空间维度的信息包括如:近场、远场;用户维度的信息包括如:新客户、老客户。空间维度的信息还可以包括如:异地、常驻城市。例如,基于用户维度描述差异化消费条件时,差异化消费条件可以为新客户、老客户(这里的新客户例如指在目标商家首次消费的消费用户,老客户例如指在目标商家已经有过 消费记录的用户);基于空间维度描述差异化消费条件时,差异化消费条件可以为近场、远场(这里的近场例如指消费者在浏览或下单时离目标商家的线下销售地处于预定距离范围内,而远场指消费者在浏览或下单时离目标商家的线下销售地处于预定距离范围外,所述线下销售地例如是景区的售票点,预定距离的值可以由商家或平台方指定,例如3公里或其他值);基于时间维度描述差异化消费条件时,差异化消费条件可以为早订优惠、随买随用(这里的早订优惠例如是一些对于购买时间和消费时间之间的差值有要求的条件,例如某景区的门票要求在入园之前4小时购买,若到了景区后自购票时间起不足4小时则不可入园,直至满足4小时才能入园,当然,这种票相比于随买随用的票往往有优惠;而随买随用则是对于购买时间和消费时间之间的差值无要求的条件,例如在景区可以买票之后立即入园,而不会受到时间的限制);基于时间维度和空间维度描述差异化消费条件时,差异化消费条件可以为新客户近场、新客户远场、老客户近场、老客户远场等。不同维度的组合将描述出不同的差异化消费条件。The differentiated consumption conditions described in the embodiments of the present application are described at least based on information in any one or more of the time dimension, space dimension, and user dimension, for example: describe the differentiated consumption conditions based on the time dimension and the space dimension; or, Describe differentiated consumption conditions based on space and user dimensions; alternatively, describe differentiated consumption conditions based on spatial dimensions; alternatively, describe differentiated consumption conditions based on user dimensions; or, describe differentiated consumption conditions based on time, space, and user dimensions Wait. Among them, the time dimension information includes, for example, early booking discounts, buy as you go; the spatial dimension information includes: near field, far field; user dimension information includes, for example: new customers, old customers. The spatial dimension information can also include, for example, remote locations and permanent cities. For example, when describing the differentiated consumption conditions based on the user dimension, the differentiated consumption conditions can be new customers and old customers (here, new customers refer to consumers who have spent the first time at the target merchant, and old customers refer to consumers who have already made purchases at the target merchant. Recorded users); when describing differentiated consumption conditions based on the spatial dimension, the differentiated consumption conditions can be near-field and far-field (the near-field here means that consumers are away from the offline sales place of the target merchant when browsing or placing an order. The distance is within a predetermined distance, and the far-field refers to consumers who are outside the predetermined distance range from the offline sales place of the target merchant when browsing or placing an order. The offline sales place is, for example, a ticket point in a scenic spot. The value of the predetermined distance can be determined by Specified by the merchant or platform, such as 3 kilometers or other values); when describing differentiated consumption conditions based on the time dimension, the differentiated consumption conditions can be early booking discounts, as you buy them (the early booking discounts here are for example There are requirements for the difference between the time and the consumption time. For example, the ticket for a certain scenic spot must be purchased 4 hours before entering the park. If it is less than 4 hours from the time of ticket purchase after arriving at the scenic spot, you cannot enter the park until 4 hours are met. In the park, of course, this kind of ticket is often discounted compared to the buy-and-use ticket; and the buy-and-use ticket is a condition that there is no requirement for the difference between the purchase time and the consumption time, for example, after you can buy a ticket in a scenic spot Enter the park immediately without being restricted by time); when describing differentiated consumption conditions based on time and space dimensions, differentiated consumption conditions can be near-field for new customers, far-field for new customers, near-field for old customers, and far-field for old customers. Field and so on. The combination of different dimensions will describe different differentiated consumption conditions.
对于同一个产品,不同的差异化消费条件可以对应该产品的不同价格,或者,不同的差异化消费条件可以对应该产品的不同产品力,或者,不同的差异化消费条件可以对应该产品的不同价格和产品力,或者,不同的差异化消费条件可以对应该产品的其他信息的不同值。其中,本申请实施例中所述的产品力为用于吸引用户的附加属性。具体实施时,所述产品力包括:随时退款、立即可用、免押金、及时送达等。例如,新客户近场订单的价格高于新客户远场订单的价格;老客户定单的价格低于新客户订单的价格。For the same product, different differentiated consumption conditions can correspond to different prices of the product, or different differentiated consumption conditions can correspond to different product strengths of the product, or different differentiated consumption conditions can correspond to different products Price and product power, or different differentiated consumption conditions can correspond to different values of other information about the product. Among them, the product strength described in the embodiments of the present application is an additional attribute used to attract users. In specific implementation, the product capabilities include: refund at any time, immediate availability, no deposit, timely delivery, etc. For example, the price of a near field order from a new customer is higher than the price of a far field order from a new customer; the price of an old customer order is lower than the price of a new customer order.
在本申请的一些实施例中,与产品库中的每个产品相关的信息还包括:与差异化消费条件关联的产品画像信息。所述产品画像信息可以存储在所述产品库之外的数据库中,并通过产品标识与产品库中的每条产品记录关联;或者,所述产品画像信息存储在所述产品库。产品画像信息是描述产品属性的一些信息,本申请实施例中与差异化消费条件关联的产品画像信息可以包括多个字段,每个字段的信息与描述差异化消费条件的某个维度对应。以描述差异化消费条件的维度包括:空间维度和时间维度举例,与差异化消费条件关联的产品画像信息的字段至少包括:与空间维度对应的地理位置信息(如产品的消费地的第一位置信息,其中,第一位置信息可以包括:POI(Point of Interest,兴趣点)参考位置点+延展距离,或,AOI(Area of Interest,地理围栏)+延展距离。POI参考位置点是产品可被消费的位置,例如门票所属 景点、酒店、餐馆等;也可以是产品被消费的起止点,例如打车的上车点)。具体实施时,不同类型的产品,其产品画像信息有所不同。以景点门票类产品举例,所述产品画像信息还包括:产品名称、电话、地理位置、开放时间、描述信息、结算价格、费用包含项目等。再以外卖产品为例,所述产品画像信息还包括:产品名称、地理位置、可点时间、电话、口味、结算价格等。In some embodiments of the present application, the information related to each product in the product library further includes: product portrait information associated with differentiated consumption conditions. The product portrait information may be stored in a database other than the product library and associated with each product record in the product library through a product identification; or, the product portrait information may be stored in the product library. Product portrait information is some information describing product attributes. The product portrait information associated with differentiated consumption conditions in the embodiment of the present application may include multiple fields, and the information in each field corresponds to a certain dimension describing the differentiated consumption conditions. Taking the dimensions describing differentiated consumption conditions including: spatial dimension and time dimension for example, the fields of product portrait information associated with differentiated consumption conditions include at least: geographic location information corresponding to the spatial dimension (such as the first location of the product's consumption place) Information, where the first location information may include: POI (Point of Interest) reference location point + extension distance, or AOI (Area of Interest, geofence) + extension distance. POI reference location point is the product can be The location of consumption, such as the attraction, hotel, restaurant, etc. to which the ticket belongs; or the starting and ending point of the product being consumed, such as the pick-up point for a taxi). In specific implementation, different types of products have different product portrait information. Taking the product of scenic spot ticket as an example, the product portrait information also includes: product name, telephone number, geographic location, opening time, description information, settlement price, cost inclusion items, etc. Taking a takeaway product as an example, the product portrait information also includes: product name, geographic location, available time, telephone number, taste, settlement price, etc.
在本申请的一些实施例中,所述匹配差异化消费条件的消费条件标签用于指示产品适用的差异化消费条件,或适用的差异化消费条件及匹配参数。消费条件标签可以通过按照一定格式的排列的字符串表示。在本申请的一些实施例中,消费条件标签可以表示为(字符串1,字符串2,字符串3)的格式,其中,每个字符串对应该产品适用的一个差异化消费条件维度,多个字符串整体描述了相应产品的差异化消费条件。例如,产品“故宫门票”的消费条件标签可以表示为(新客户,远场,随买随用),代表当前产品--“故宫门票”适用于新客户在远场购买后生成订单,并支持随买随用。再例如,产品“故宫门票”的消费条件标签可以表示为(老客户,近场),代表当前产品--“故宫门票”适用于老客户在近场购买后生成订单。具体实施时,同一个产品在可用于多个差异化消费条件的时候,可以在产品库中存储该产品的多条产品记录,即将该产品重构为多个产品,每个产品对应一个使用的差异化消费条件。In some embodiments of the present application, the consumption condition label that matches the differentiated consumption conditions is used to indicate the differentiated consumption conditions applicable to the product, or the applicable differentiated consumption conditions and matching parameters. The consumption condition label can be represented by a character string arranged in a certain format. In some embodiments of the present application, the consumption condition label may be expressed in the format of (string 1, string 2, string 3), where each string corresponds to a differentiated consumption condition dimension applicable to the product, and more The whole character string describes the differentiated consumption conditions of the corresponding product. For example, the consumption condition label of the product "Forbidden City Tickets" can be expressed as (new customer, far field, buy and use), which represents the current product-"Forbidden City Tickets" is applicable to new customers generating orders after purchasing in the far field, and supports Buy as you go. For another example, the consumption condition label of the product "Forbidden City Tickets" can be expressed as (old customer, near field), which represents the current product-"Forbidden City Tickets" is suitable for old customers to generate orders after near field purchases. In specific implementation, when the same product can be used for multiple differentiated consumption conditions, multiple product records of the product can be stored in the product library, that is, the product is reconstructed into multiple products, and each product corresponds to a used product. Differentiated consumption conditions.
在本申请的另一些实施例中,消费条件标签中每个字符串可以对应该产品适用的一个差异化消费条件,每个字符串单独描述了相应产品的差异化消费条件。例如,产品“故宫门票”的消费条件标签可以表示为(老客户,近场),代表当前产品--“故宫门票”适用于老客户购买后生成订单,也适用于近场购买生成订单的场景。In other embodiments of the present application, each character string in the consumption condition label may correspond to a differentiated consumption condition applicable to the product, and each character string separately describes the differentiated consumption condition of the corresponding product. For example, the consumption condition label of the product "Forbidden City Tickets" can be expressed as (old customer, near field), representing the current product-"Forbidden City Tickets" is suitable for old customers to generate orders after purchase, and it is also applicable to scenarios where orders are generated for near field purchases .
在本申请的又一些实施例中,消费条件标签还可以为差异化消费条件的信息维度标识和相应信息维度的匹配参数。例如,所述消费条件标签可以表示为(信息维度标识,匹配参数)的形式,如(老客户,历史交易订单数量阈值1),或者表示为(近场,距离阈值500米),或者表示为(早订优惠,时间间隔大于48小时)等。In still other embodiments of the present application, the consumption condition tag may also be an information dimension identifier of a differentiated consumption condition and a matching parameter of the corresponding information dimension. For example, the consumption condition label can be expressed in the form of (information dimension identification, matching parameters), such as (old customer, historical transaction order quantity threshold 1), or expressed as (near field, distance threshold 500 meters), or expressed as (Early booking discount, time interval greater than 48 hours) etc.
对应格式不同或含义不同的消费条件标签,后续进行差异化消费条件匹配时,需要采用相应的方法对消费条件标签进行解析,以确定产品的差异化消费条件。Corresponding to consumer condition labels with different formats or meanings, when subsequent differentiated consumer condition matching is performed, corresponding methods need to be used to analyze the consumer condition labels to determine the differentiated consumer conditions of the product.
具体实施时,所述产品库为通过上单系统预先构建的。在本申请的一些 实施例中,所述产品库中的产品信息通过手动方式输入并生成,即平台管理人员手动输入如表1所述的产品、以及该产品对应的产品记录,并存储。In specific implementation, the product library is pre-built through the ordering system. In some embodiments of the application, the product information in the product library is manually input and generated, that is, the platform management personnel manually input the product described in Table 1 and the product record corresponding to the product, and store it.
在本申请的另一些实施例中,所述产品库中的产品信息通过手动方式和自动重组相结合的方式生成。例如:获取手工录入的一条产品记录;获取手工录入或通过第三方系统接口读取的一条产品记录;在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品记录分别生成与每个所述差异化消费条件匹配的产品标签;根据生成的与每个所述差异化消费条件匹配的产品标签、与相应差异化消费条件匹配的消费条件标签、以及获取的至少部分所述产品记录,分别生成与每个所述差异化消费条件匹配的产品记录。其中,所述第三方系统可以为商家侧系统;所述预设条件为商家和平台预先确定的产品信息所述符合的条件,如产品名称集合,地理位置信息集合等。In some other embodiments of the present application, the product information in the product library is generated by a combination of manual and automatic reorganization. For example: Obtain a product record manually entered; Obtain a product record manually entered or read through a third-party system interface; When it is determined that the product meets the preset conditions, set the product label according to the preset differentiated consumption conditions Rules, based on the obtained product records, respectively generating product labels matching each of the differentiated consumption conditions; according to the generated product labels matching each of the differentiated consumption conditions, and matching the corresponding differentiated consumption conditions The consumption condition tag and at least part of the obtained product records are respectively generated to generate product records matching each of the differentiated consumption conditions. Wherein, the third-party system may be a merchant-side system; the preset condition is a condition met by the product information predetermined by the merchant and the platform, such as a collection of product names, a collection of geographic location information, and the like.
在本申请的又一些实施例中,所述产品库中的产品信息通过采用全自动方式生成。例如:通过产品供应方系统接口读取的一条产品记录;在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品记录分别生成与每个所述差异化消费条件匹配的产品标签;根据生成的与每个所述差异化消费条件匹配的产品标签、与相应差异化消费条件匹配的消费条件标签、以及获取的至少部分所述产品记录,分别生成与每个所述差异化消费条件匹配的产品记录。In still other embodiments of the present application, the product information in the product library is generated in a fully automatic manner. For example: a product record read through the product supplier’s system interface; in the case of determining that the product meets the preset conditions, it is generated based on the obtained product records according to the product label setting rules of the preset differentiated consumption conditions Product labels matching each of the differentiated consumption conditions; according to the generated product labels matching each of the differentiated consumption conditions, the consumption condition labels matching the corresponding differentiated consumption conditions, and at least part of the obtained Product records, respectively generating product records matching each of the differentiated consumption conditions.
其中,确定所述产品符合预设条件为,确定该产品的产品信息属于可以根据差异化消费条件动态改变产品标签的所述预设条件;所述预设差异化消费条件的产品标签设置规则用于指示差异化消费条件包括的信息维度,以及各信息维度或其组合方式对产品标签的影响。Wherein, determining that the product meets the preset condition is determining that the product information of the product belongs to the preset condition that can dynamically change the product label according to the differentiated consumption condition; the product label setting rule of the preset differentiated consumption condition is used To indicate the information dimensions included in the differentiated consumption conditions, and the influence of each information dimension or its combination on the product label.
例如,当差异化消费条件包括:近场新客户时,即消费条件标签为“近场,客户”,差异化消费条件--“近场新客户”对应的产品标签设置规则可以为:售卖价格等于进货价格,则根据获取的产品信息中的进货价格进行计算,可以得到该产品的售卖价格,作为产品标签的一部分。之后,根据获取的该产品的名称、产品画像信息、消费条件标签、产品标签生成该产品的另一条产品记录。其中,所述产品标签包括售卖价格。For example, when the differentiated consumption conditions include: near-field new customers, that is, the consumption condition label is "near-field, customer", and the differentiated consumption conditions-"near-field new customers", the corresponding product label setting rule can be: sale price If it is equal to the purchase price, it is calculated based on the purchase price in the obtained product information, and the selling price of the product can be obtained as a part of the product label. After that, another product record of the product is generated according to the obtained product name, product portrait information, consumption condition label, and product label. Wherein, the product label includes the selling price.
现有技术中,产品库中的产品没有消费条件标签,也没有与消费条件标签对应的具有差异的产品标签。例如,“故宫门票”这一产品,现有技术的产品库中只有一条产品记录,而本申请实施例中所述的产品库中,“故宫门票” 将对应多个产品,每个产品具有不同的消费条件标签,以及与相应消费条件标签对应的价格,因此,才能够结合差异化消费条件准确的确定符合用户需求以及商家设定条件的产品。In the prior art, the products in the product library do not have consumption condition labels, nor do they have different product labels corresponding to the consumption condition labels. For example, for the product "Forbidden City Tickets", there is only one product record in the prior art product library, while in the product library described in the embodiment of this application, the "Forbidden City Tickets" will correspond to multiple products, and each product has a different Therefore, it is possible to accurately determine products that meet the needs of users and the conditions set by the merchant in combination with the differentiated consumption conditions.
步骤120,响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件。Step 120: In response to receiving the user's product information acquisition request or the user's transaction request for the product, determine the differentiated consumption conditions that the user meets when the user sends the product information acquisition request or the transaction request.
所述差异化消费条件包括以下至少一个信息维度的信息:空间维度、时间维度、用户维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:根据所述产品信息获取请求或所述交易请求,确定与所述产品信息获取请求或所述交易请求相关联的用户的与所述信息维度对应的用户属性数据;将所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签,映射为所述信息维度上的数值范围;根据与所述信息维度对应的用户属性数据及所述数值范围,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件。The differentiated consumption conditions include information on at least one of the following information dimensions: spatial dimensions, time dimensions, and user dimensions, and the information that determines the differentiated consumption conditions that are met when the user sends the product information acquisition request or the transaction request The steps include: determining, according to the product information acquisition request or the transaction request, the user attribute data corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request; The consumption condition tags of the products in the library that match the product information acquisition request or the transaction request are mapped to the value range on the information dimension; according to the user attribute data corresponding to the information dimension and the value The range determines the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request.
具体实施时,所述产品信息获取请求包含在产品获取请求之中。通常指用户通过指定终端访问产品管理平台,通过产品管理平台的用户客户端浏览、查询、购买产品的过程中,执行的访问产品的操作所产生的产品获取信息请求。其中,所述产品可以为商品、旅游景点门票、服务等产品。In specific implementation, the product information acquisition request is included in the product acquisition request. It usually refers to the product acquisition information request generated by the operation of accessing the product when the user accesses the product management platform through the designated terminal, browses, inquires, and purchases the product through the user client of the product management platform. Among them, the product may be a product such as a commodity, a ticket for a tourist attraction, and a service.
所述产品信息获取请求可以为用户的主动行为产生的产品信息获取请求,如用户对产品的主动搜索或点击行为产生的产品信息获取请求,如当用户访问产品管理平台时,用户点击了用户客户端页面的某个产品或用户通过用户客户端页面的输入框输入查询信息后,用户客户端将生成产品获取请求,用于请求产品信息,等同于产品信息获取请求。也可能为产品管理平台内置的用户触达策略执行代码产生的产品信息获取请求,如产品管理平台对应的用户客户端在用户登陆之后,根据用户画像信息,主动为用户推送产品时,生成的产品信息获取请求。The product information acquisition request may be a product information acquisition request generated by a user's active behavior, such as a product information acquisition request generated by a user's active search or click behavior of a product, for example, when the user accesses the product management platform, the user clicks the user customer After a certain product on the end page or the user enters query information through the input box on the user client page, the user client will generate a product acquisition request to request product information, which is equivalent to a product information acquisition request. It may also be the product information acquisition request generated by the built-in user access strategy execution code of the product management platform, such as the product generated when the user client corresponding to the product management platform actively pushes the product to the user after the user logs in, according to the user portrait information Information acquisition request.
所述交易请求可以为用户在点击某个产品的购买按键时所产生的交易请求。The transaction request may be a transaction request generated when the user clicks the purchase button of a certain product.
所述产品信息获取请求关联的用户为主动发起访问产品信息获取请求的用户,或当前登陆用户客户端的用户。具体实施时,所述用户客户端可以根据用户的登陆行为确定所述产品信息获取请求关联的用户。The user associated with the product information acquisition request is the user who actively initiates the access product information acquisition request, or the user who is currently logged in to the user client. During specific implementation, the user client may determine the user associated with the product information acquisition request according to the user's login behavior.
在本申请的一些实施例中,可以将所述产品库中的所有产品均作为比对产品。In some embodiments of the present application, all products in the product library may be used as comparison products.
在本申请的一些优选实施例中,可以将所述产品库中的与所述产品信息获取请求或所述交易请求匹配的所有产品,作为比对产品。例如,所述产品信息获取请求将携带用户点击的产品的品类、名称、地理位置等相关信息或用户输入的关键词。产品管理平台的服务器在接收到产品信息获取请求时,首先根据产品信息获取请求中携带的关键词或其他相关信息,调用搜索引擎,在预设的产品库中进行搜索,初步确定与产品信息获取请求匹配的产品,作为比对产品。In some preferred embodiments of the present application, all products in the product library that match the product information acquisition request or the transaction request may be used as comparison products. For example, the product information acquisition request will carry related information such as the category, name, and geographic location of the product clicked by the user, or keywords entered by the user. When the server of the product management platform receives the product information acquisition request, it first calls the search engine according to the keywords or other related information carried in the product information acquisition request, searches in the preset product library, and initially determines the product information acquisition Request matching products as comparison products.
经过此步骤,可以确定,每个所述比对产品的产品信息。在本申请的一些实施例中,每个产品的产品信息中都定义了该产品的消费条件标签。本申请的确定的比对产品至少包括一组产品,该组产品具有与消费条件标签匹配的产品标签,而其他产品信息相同。After this step, the product information of each of the comparison products can be determined. In some embodiments of the present application, the product information of each product defines the consumption condition label of the product. The determined comparison product of this application includes at least a group of products, the group of products has a product label that matches the consumer condition label, and other product information is the same.
用户所符合的差异化消费条件是相对于某个产品而言的。例如,当用户在故宫门口购买故宫门票时,用户所符合的差异化消费条件为近场;如果用户在故宫门口购买颐和园门票时,则用户所符合的差异化消费条件为远场。因此,需要针对每个比对产品分别确定用户所符合的差异化消费条件。The differentiated consumption conditions that users meet are relative to a certain product. For example, when a user purchases a ticket for the Forbidden City at the gate of the Forbidden City, the differentiated consumption condition that the user meets is the near field; if the user buys a ticket for the Summer Palace at the gate of the Forbidden City, the differentiated consumption condition that the user meets is the far field. Therefore, it is necessary to determine the differentiated consumption conditions that users meet for each comparison product.
在本申请的一些实施例中,进一步的,在确定用户所符合的差异化消费条件之前,还需要将每个比对产品的消费条件标签映射为相应的数值范围。In some embodiments of the present application, further, before determining the differentiated consumption conditions that the user meets, it is also necessary to map the consumption condition label of each comparison product to a corresponding value range.
具体实施时,消费条件标签可以只包括一个信息维度的数据,也可以包括多个信息维度的数据,对于不同信息维度的数据,采用相应的方法将该维度的消费条件标签数据映射为数值范围。为了便于读者理解技术方案,本实施例以消费条件标签仅包括一个信息维度的数据举例说明数值范围的映射方案。In specific implementation, the consumption condition label may only include data of one information dimension, or may include data of multiple information dimensions. For data of different information dimensions, a corresponding method is used to map the consumption condition label data of this dimension to a numerical range. In order to facilitate readers to understand the technical solution, this embodiment uses the consumption condition tag to include only data of one information dimension as an example to illustrate the numerical range mapping solution.
以消费条件标签包括的信息维度为空间维度举例,假设消费条件标签表示为“近场”,则可以根据预设的差异化消费条件判断规则中设置的距离阈值和相应产品的POI或者AOI,将消费条件标签映射为一个地理范围值。仍以门票场景为例,例如某景区门票这一产品所对应的景区,在实际地图数据中实际为一个经、纬度值,在映射时,可以以该经、纬度值为中心,周围预定距离(例如3公里)范围内的点均映射为“近场”的地理位置点的范围值;也可以指定经度范围、纬度范围内的近似矩形(例如某游乐园,北纬39.9074318523-39.9074319523,东经116.2128209068-116.2128211068)作为 “近场”的地理范围值;也可以先为该景区绘制地理围栏,然后以该地理围栏向周边拓展一定距离的范围,以拓展后的包络线所围出的地点位置点的范围作为“近场”的地理范围值。Taking the information dimension included in the consumption condition label as an example of the spatial dimension, assuming that the consumption condition label is represented as "near field", the distance threshold set in the preset differentiated consumption condition judgment rule and the POI or AOI of the corresponding product can be used to change The consumption condition label is mapped to a geographic range value. Still taking the ticket scene as an example, for example, the scenic spot corresponding to the ticket of a certain scenic spot is actually a longitude and latitude value in the actual map data. When mapping, the longitude and latitude values can be centered and the surrounding predetermined distance ( For example, the points within the range of 3 kilometers are mapped to the range value of the geographic point of the "near field"; you can also specify an approximate rectangle within the range of longitude and latitude (for example, an amusement park, 39.9074318523-39.9074319523 north latitude, 116.2128209068-116.2128211068 ) Is used as the geographic range value of the "near field"; it is also possible to draw a geofence for the scenic area first, and then use the geofence to extend a certain distance to the surrounding area to expand the range of the location point enclosed by the expanded envelope The geographic range value as the "near field".
再以消费条件标签包括的信息维度为用户维度举例,假设消费条件标签表示为“新客户”,则可以根据预设的差异化消费条件判断规则中设置的历史交易订单数量阈值,将消费条件标签映射为一个历史交易订单数量阈值。例如将新客户映射为在XX饭店历史消费次数小于2次。Taking the information dimension included in the consumption condition label as an example of the user dimension, assuming that the consumption condition label is represented as "new customer", the consumption condition label can be set according to the historical transaction order quantity threshold set in the preset differentiated consumption condition judgment rule Mapped to a threshold for the number of historical transaction orders. For example, the new customer is mapped to less than 2 times of historical consumption in XX restaurant.
又以消费条件标签包括的信息维度为时间维度举例,假设消费条件标签表示为“早订优惠”,则可以根据预设的差异化消费条件判断规则中设置的时间间隔,将消费条件标签映射为一个时间间隔。例如,将早订优惠映射为:入园时间减购票时间不小于4小时。Taking the information dimension included in the consumption condition label as the time dimension as an example, assuming that the consumption condition label is expressed as "early booking discount", the consumption condition label can be mapped to the time interval set in the preset differentiated consumption condition judgment rule A time interval. For example, the early booking discount is mapped to: the admission time minus the ticket purchase time is not less than 4 hours.
本申请的另一些实施例中,还可以采用其他映射手段将消费条件标签映射为相应的数值范围,本申请实施例中不再一一例举。In some other embodiments of the present application, other mapping means may be used to map the consumption condition label to the corresponding numerical range, which will not be listed one by one in the embodiments of the present application.
本申请的另一些实施例中,消费条件标签还可以采用其他形式表示,则需要采用相应的技术手段将消费条件标签映射为相应的数值范围,本申请实施例中不再一一例举。In other embodiments of the present application, the consumption condition label may also be expressed in other forms, and it is necessary to use corresponding technical means to map the consumption condition label to a corresponding numerical range, which will not be listed one by one in the embodiments of this application.
接下来,确定发送产品信息获取请求或交易请求的用户的用户属性数据。Next, determine the user attribute data of the user who sent the product information acquisition request or transaction request.
在本申请的实施例中,所述用户属性数据包括的信息维度与所述差异化消费条件的预设信息维度对应。当差异化消费条件的信息维度包括:空间维度、时间维度和用户维度时,所述用户属性数据包括:与所述空间维度对应的用户位置数据或异地属性数据、与所述时间维度对应的请求消费时间和产品交易时间、与所述用户维度对应的交易数据。其中,所述用户位置数据用于指示所述用户发起产品信息获取请求或交易请求的地理位置;所述交易数据用于指示所述用户的历史交易订单数量;所述异地属性数据用于指示所述用户的所述用户发起产品信息获取请求或交易请求时所在城市标识或名称;所述请求消费时间为所述用户对当前订单执行消费行为的时间。In the embodiment of the present application, the information dimension included in the user attribute data corresponds to the preset information dimension of the differentiated consumption condition. When the information dimensions of the differentiated consumption conditions include: spatial dimension, time dimension, and user dimension, the user attribute data includes: user location data or off-site attribute data corresponding to the spatial dimension, and a request corresponding to the time dimension Consumption time and product transaction time, transaction data corresponding to the user dimension. Wherein, the user location data is used to indicate the geographic location where the user initiates a product information acquisition request or a transaction request; the transaction data is used to indicate the number of historical transaction orders of the user; the remote attribute data is used to indicate The identifier or name of the city where the user of the user initiates a product information acquisition request or a transaction request; the requested consumption time is the time when the user performs a consumption behavior on the current order.
之后,将所述用户属性数据与每个比对产品的消费条件标签确定的数值范围进行相应比对,就可以确定所述用户相对于各比对产品的差异化消费条件。After that, the user attribute data is correspondingly compared with the value range determined by the consumption condition label of each compared product, so that the differentiated consumption conditions of the user relative to each compared product can be determined.
例如,对于名称为“故宫门票”的多个比对产品,本实施例中以下称为一组比对产品,该组比对产品中,比对产品1的消费条件标签为“近场”,映射为空间维度上的数值范围表示为VALUE1,即确定为近场消费的地理范围; 比对产品2的消费条件标签为“远场”,映射为空间维度上的数值范围表示为VALUE2,即为远场消费的地理范围。进一步通过将用户的用户位置数据和映射得到的空间维度上的数值范围进行比较,确定所述用户符合的差异化消费条件为近场,还是远场。如果所述用户的用户位置数据在数值范围VALUE1之内,则确定所述用户符合的差异化消费条件为近场。For example, for multiple comparison products named "Forbidden City Tickets", in this embodiment, hereinafter referred to as a group of comparison products, in this group of comparison products, the consumption condition label of comparison product 1 is "near field", The numerical range mapped to the spatial dimension is expressed as VALUE1, which is determined as the geographic range of near field consumption; the consumption condition label of the comparison product 2 is "far field", and the numerical range mapped to the spatial dimension is expressed as VALUE2, which is The geographic scope of far-field consumption. Further, by comparing the user location data of the user with the numerical range in the spatial dimension obtained by the mapping, it is determined whether the differentiated consumption condition that the user meets is the near field or the far field. If the user location data of the user is within the numerical range VALUE1, it is determined that the differentiated consumption condition that the user meets is the near field.
再例如,对于名称为“故宫门票”的多个比对产品,构成的一组比对产品,该组比对产品中,比对产品3的消费条件标签为“新客户”,映射为用户维度上的数值范围表示为VALUE3,即新客户的历史交易订单数量范围;比对产品4的消费条件标签为“老客户”,映射为用户维度上的数值范围表示为VALUE4,即老客户的历史交易订单数量范围。进一步通过将用户的历史交易订单数量和映射得到的用户维度上的数值范围进行比较,确定所述用户符合的差异化消费条件为新客户,还是老客户。For another example, for multiple comparison products named "Forbidden City Tickets", a group of comparison products is formed. In this group of comparison products, the consumption condition label of comparison product 3 is "new customer", which is mapped to the user dimension The value range on the above is expressed as VALUE3, which is the historical transaction order quantity range of new customers; the consumption condition label of the comparison product 4 is "old customer", and the value range mapped to the user dimension is expressed as VALUE4, which is the historical transaction of old customers The order quantity range. Further, by comparing the number of historical transaction orders of the user with the value range in the user dimension obtained by the mapping, it is determined whether the differentiated consumption condition that the user meets is a new customer or an old customer.
具体实施时,根据消费条件标签的不同形式,采用相应的技术手段将产品的消费条件标签映射为数值范围,便于后续与用户的相应维度信息进行比对。In specific implementation, according to the different forms of the consumption condition label, corresponding technical means are used to map the consumption condition label of the product into a numerical range, which is convenient for subsequent comparison with the corresponding dimension information of the user.
通过上述方法可以确定用户相对于每一组比对产品所符合的差异化消费条件。Through the above method, the differentiated consumption conditions that users meet with respect to each group of comparison products can be determined.
在确定与所述产品信息获取请求关联的、与所述预设信息维度对应的用户属性数据时,根据所述差异化消费条件包括的预设信息维度分别执行相应维度用户属性数据的确定操作。下面分别结合描述确定上述每个用户属性数据的优选实施方式,进一步描述确定用户所符合的差异化消费条件的具体实施时方式。When determining the user attribute data associated with the product information acquisition request and corresponding to the preset information dimension, the user attribute data of the corresponding dimension is determined according to the preset information dimensions included in the differentiated consumption conditions. The following respectively describes the preferred implementation manners for determining the attribute data of each user above, and further describes the specific implementation manners for determining the differentiated consumption conditions that the user meets.
第一种用户属性数据:用户位置数据。The first type of user attribute data: user location data.
若所述信息维度包括空间维度,与所述差异化消费条件的空间维度对应的用户属性信息包括:用户位置数据,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:获取所述产品信息获取请求或所述交易请求对应的产品的线下销售地的第一位置信息,及所述用户发送所述产品信息获取请求或所述交易请求时所处的第二位置信息;依据所述第一位置信息和所述第二位置信息,计算得到所述用户与所述产品的线下销售地之间的间隔距离;依据所述间隔距离、所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签映射得到所述空间维度上的数值范围,确定所述用户发送所述产品信息获取 请求或所述交易请求时所符合的差异化消费条件。其中,所述线下销售地通常为产品的消费地或产品的消费地附近。If the information dimension includes a spatial dimension, the user attribute information corresponding to the spatial dimension of the differentiated consumption condition includes: user location data, and it is determined that the user sends the product information acquisition request or the transaction request. The step of differentiated consumption conditions includes: acquiring the first location information of the offline sales place of the product corresponding to the product information acquisition request or the transaction request, and the user sending the product information acquisition request or the The second location information at the time of the transaction request; according to the first location information and the second location information, the distance between the user and the offline sales place of the product is calculated; according to the interval Distance, the consumption condition label of the product matching the product information acquisition request or the transaction request in the product library is mapped to obtain the numerical range in the spatial dimension, and it is determined that the user sends the product information acquisition request Or the differentiated consumption conditions met at the time of the transaction request. Wherein, the offline sales place is usually the place where the product is consumed or near the place where the product is consumed.
在本申请的一些实施例中,所述产品信息中也包括与差异化消费条件的信息维度匹配的产品信息。例如,所述产品信息中的产品画像信息包括:与所述空间维度关联的地理位置信息。其中,与所述空间维度关联的地理位置信息可以为产品的供应方的地理位置信息、产品的线下销售地的第一位置信息。当所述产品信息中包括产品的线下销售地的第一位置信息时,可以直接获取产品的线下销售地的第一位置信息。当所述产品信息中不包括产品的线下销售地的第一位置信息时,可以根据产品信息首先确定所述产品的产品供应方,再根据所述产品管理平台中记录的所述产品供应方的位置确定产品信息获取请求对应的产品的线下销售地的第一位置信息。所述第一位置可以为一个中心坐标点(如所述线下销售地的中心位置坐标),也可以是以所述线下销售地在地图数据中的经、纬度值为中心,预设半径构成的地理围栏包络线;或者是以所述线下销售地在地图数据中的经、纬度值为中心,预设边长的矩形区域的边界。In some embodiments of the present application, the product information also includes product information that matches the information dimension of the differentiated consumption conditions. For example, the product portrait information in the product information includes: geographic location information associated with the spatial dimension. Wherein, the geographic location information associated with the spatial dimension may be geographic location information of the supplier of the product, and first location information of the offline sales place of the product. When the product information includes the first location information of the offline sales place of the product, the first location information of the offline sales place of the product can be directly obtained. When the product information does not include the first location information of the offline sales place of the product, the product supplier of the product can be determined first according to the product information, and then the product supplier recorded in the product management platform The location of determines the first location information of the offline sales place of the product corresponding to the product information acquisition request. The first location may be a central coordinate point (such as the central location coordinates of the offline sales place), or may be centered on the longitude and latitude values of the offline sales place in the map data, with a preset radius The formed geofence envelope; or the boundary of a rectangular area with preset side lengths centered on the longitude and latitude values of the offline sales place in the map data.
其中,所述产品信息获取请求对应的产品根据所述产品信息获取请求的具体生成方式,采用相应的方法确定。例如,当用户点击用户客户端某一产品的购买按钮,从而生成交易请求时,所述获取产品请求中将携带所述某一产品的产品标识。再例如,当用户通过用户客户端输入查询关键字,从而生成获取产品请求时,产品管理平台将通过调用搜索引擎获取到与所述查询关键字匹配的产品的产品标识。Wherein, the product corresponding to the product information acquisition request is determined by a corresponding method according to the specific generation method of the product information acquisition request. For example, when a user clicks a purchase button of a certain product on the user client to generate a transaction request, the product acquisition request will carry the product identification of the certain product. For another example, when a user inputs a query keyword through the user client to generate a product acquisition request, the product management platform will obtain the product identification of the product matching the query keyword by calling a search engine.
在本申请的实施例中,可以通过用户客户端获取所述用户当前所处的第二位置信息。In the embodiment of the present application, the second location information where the user is currently located can be obtained through the user client.
然后,可以通过现有技术中计算两点之间距离的方法,计算所述第一位置信息和所述第二位置信息之间的距离,得到的结果即为所述用户与所述产品的线下销售地之间的间隔距离。Then, the distance between the first position information and the second position information can be calculated by the method of calculating the distance between two points in the prior art, and the result obtained is the line between the user and the product. The separation distance between the sales locations.
之后,将确定的间隔距离与产品的消费条件标签进行比对,以确定所述用户所符合的差异化消费条件。After that, the determined separation distance is compared with the consumption condition label of the product to determine the differentiated consumption condition that the user meets.
在申请的一些实施例中,由于产品的消费条件标签可以采用多种形式表示,因此,在进行比对之前,需要将产品的消费条件标签映射到与所述间隔距离量纲相同的数值范围。即,首先需要对所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签映射得到所述空间 维度上的数值范围,根据所述间隔距离、所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签映射得到所述空间维度上的数值范围。将产品的所述消费条件标签映射得到所述空间维度上的数值范围的具体实施方式参见前述描述或现有技术,此处不再赘述。In some embodiments of the application, since the consumption condition label of the product can be expressed in multiple forms, it is necessary to map the consumption condition label of the product to the same numerical range as the distance dimension before the comparison is performed. That is, it is first necessary to map the consumption condition tags of products in the product library that match the product information acquisition request or the transaction request to obtain the numerical range in the spatial dimension, and according to the separation distance, the The consumption condition tags of products in the product library that match the product information acquisition request or the transaction request are mapped to obtain the numerical range in the spatial dimension. For the specific implementation of mapping the consumption condition label of the product to obtain the numerical range in the spatial dimension, refer to the foregoing description or the prior art, and will not be repeated here.
最后,通过将所述间隔距离和映射得到的所述空间维度上的数值范围进行比对,如果所述间隔距离在所述空间维度上的数值范围之内,则确定所述用户发送所述产品信息获取请求或所述交易请求时所符合的差异化消费条件为“近场”,否则,确定所述用户发送所述产品信息获取请求或所述交易请求时所符合的差异化消费条件为“远场”。Finally, by comparing the separation distance with the numerical range of the space dimension obtained by the mapping, if the separation distance is within the numerical range of the space dimension, it is determined that the user sends the product When the information acquisition request or the transaction request meets the differentiated consumption condition is "near field", otherwise, it is determined that the differentiated consumption condition met when the user sends the product information acquisition request or the transaction request is " Far field".
在本申请实施例中,差异化消费条件可以包括近场和远场,近场和远场是指在用户与产品供应方在同一地域范围内时,用户与产品供应方的距离远近,例如,在用户与产品供应方的间隔距离在100m范围内时,表示用户所符合的差异化消费条件即为近场,而在用户与产品供应方的间隔距离在100m范围外时,表示用户所符合的差异化消费条件即为远场。In the embodiments of the present application, the differentiated consumption conditions may include near-field and far-field. Near-field and far-field refer to the distance between the user and the product supplier when the user and the product supplier are in the same geographical area, for example, When the separation distance between the user and the product supplier is within 100m, it means the differentiated consumption condition that the user meets is the near field, and when the separation distance between the user and the product supplier is outside the 100m range, it means the user meets the The differentiated consumption condition is the far field.
可以理解地,上述示例是为了更好地理解本申请实施例的技术方案而列举的示例,不作为对本申请实施例的唯一限制。It is understandable that the foregoing examples are listed for a better understanding of the technical solutions of the embodiments of the present application, and are not the only limitation to the embodiments of the present application.
近场或远场是基于用户与产品信息获取请求对应的产品供应方间的间隔距离,而确定的用户所符合的差异化消费条件。The near field or far field is based on the distance between the user and the product supplier corresponding to the product information acquisition request, and the differentiated consumption conditions that the user meets are determined.
对于距离阈值设置可以根据实际情况而定,本申请实施例对此不加以限制。The distance threshold setting may be determined according to actual conditions, which is not limited in the embodiment of the present application.
第二种用户属性数据:异地属性数据。The second type of user attribute data: remote attribute data.
在本申请的另一些实施例中,当所述信息维度包括:空间维度时,与差异化消费条件的所述空间维度对应的用户属性数据包括:异地属性数据。若所述信息维度包括空间维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:获取所述用户发送所述产品信息获取请求或所述交易请求所处的第二位置信息,和所述用户的常驻区域信息;依据所述常驻区域信息和所述第二位置信息,确定所述用户发送所述产品信息获取请求或交易请求时所符合的差异化消费条件。在用户属性数据包括异地属性数据时,可以首先确定与所述产品信息获取请求关联的用户的用户画像信息,并进一步将所述用户的用户画像信息中的常驻区域信息和所述用户的发送所述产品信息获取请求或所述交易请求所处的第二位置信息实时位置信息进行比对,确定所述异地属性信息为异地或本地。In some other embodiments of the present application, when the information dimension includes a spatial dimension, the user attribute data corresponding to the spatial dimension of the differentiated consumption condition includes remote attribute data. If the information dimension includes a spatial dimension, the step of determining the differentiated consumption conditions that are met when the user sends the product information acquisition request or the transaction request includes: acquiring the product information acquisition request sent by the user Or the second location information where the transaction request is located, and the resident area information of the user; based on the resident area information and the second location information, it is determined that the user sends the product information acquisition request or The differentiated consumption conditions that meet the transaction request. When the user attribute data includes remote attribute data, the user profile information of the user associated with the product information acquisition request may be determined first, and the resident area information in the user profile information of the user and the user’s sent The real-time location information of the second location information where the product information acquisition request or the transaction request is located is compared to determine that the off-site attribute information is off-site or local.
可选的,可以通过所述用户所在用户客户端获取的宿主设备的定位信息,并将所述定位信息作为所述用户发送所述产品信息获取请求或所述交易请求所处的第二位置信息。Optionally, the location information of the host device may be obtained through the user client where the user is located, and the location information may be used as the second location information where the user sends the product information acquisition request or the transaction request .
可选的,获取所述用户的常驻区域信息的方式包括:获取与所述用户关联的历史交易信息;依据所述历史交易信息,确定所述用户的用户画像信息;依据所述用户画像信息,确定所述用户的常驻区域信息。或者,有所属用户客户端通过后台服务器获取所述用户的注册信息,根据所述用户的注册信息中的地址信息,确定所述用户的常驻区域信息。一般的,如果所述第二位置信息与所述常驻区域信息位于不同城市,则确定所述异地属性信息为异地;如果所述第二位置信息与所述常驻区域信息位于同一城市,则确定所述异地属性信息为本地。Optionally, the manner of obtaining the resident area information of the user includes: obtaining historical transaction information associated with the user; determining the user portrait information of the user according to the historical transaction information; and according to the user portrait information To determine the resident area information of the user. Alternatively, a user client belonging to the user obtains the registration information of the user through a background server, and determines the resident area information of the user according to the address information in the registration information of the user. Generally, if the second location information and the resident area information are located in different cities, then the off-site attribute information is determined to be a different place; if the second location information and the resident area information are located in the same city, then It is determined that the remote attribute information is local.
第三种用户属性数据:交易数据。The third type of user attribute data: transaction data.
当所述信息维度包括:用户维度时,与所述差异化消费条件的用户维度对应的用户属性数据包括:交易数据,若所述信息维度包括:用户维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:获取与所述用户关联的历史交易信息;从所述历史交易信息中,获取与所述产品信息获取请求或所述交易请求相关联的产品的产品供应方与所述用户的目标历史交易信息;依据所述目标历史交易信息的获取结果、所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签映射得到所述用户维度上的数值范围,确定所述用户所符合的差异化消费条件。When the information dimension includes the user dimension, the user attribute data corresponding to the user dimension of the differentiated consumption condition includes transaction data, and if the information dimension includes the user dimension, the user is determined to send the The step of obtaining a product information request or a differentiated consumption condition that meets the transaction request includes: obtaining historical transaction information associated with the user; from the historical transaction information, obtaining information related to the product information obtaining request or The target historical transaction information of the product supplier of the product associated with the transaction request and the user; based on the result of obtaining the target historical transaction information, the product library matches the product information obtaining request or the transaction request The consumption condition label of the product is mapped to obtain the value range in the user dimension, and the differentiated consumption condition that the user meets is determined.
本申请实施例中,历史交易信息是指用户在产品管理平台已完成的交易数据信息,例如,用户在产品管理平台购买商品的信息、退货信息、收货地址信息等等。通常情况下,产品管理平台可以保存用户一个月甚至更长时间内在产品管理平台内完成的交易记录信息,通过交易记录信息,可以获取与用户关联的历史交易信息。In the embodiments of this application, historical transaction information refers to the transaction data information that the user has completed on the product management platform, for example, the information about the product purchased by the user on the product management platform, return information, and delivery address information. Under normal circumstances, the product management platform can save the transaction record information completed by the user in the product management platform for a month or even longer. Through the transaction record information, the historical transaction information associated with the user can be obtained.
本申请的一些实施例中,可以获取产品管理平台中所述用户的历史交易信息。然后,进一步确定所述历史交易信息中包括的所述用户与所述产品供应方之间的历史交易信息。其中,所述产品供应方可以为该产品的产品供应方,也可以为该产品的类似产品的产品供应方。例如,用户从A门店购买某一产品,可以点击该产品对应的购买按钮以生成交易请求,而该交易请求对应的产品的产品供应方即为A门店。In some embodiments of the present application, historical transaction information of the user in the product management platform can be obtained. Then, the historical transaction information between the user and the product supplier included in the historical transaction information is further determined. Wherein, the product supplier may be the product supplier of the product, or the product supplier of similar products of the product. For example, if a user purchases a product from store A, he can click the purchase button corresponding to the product to generate a transaction request, and the product supplier of the product corresponding to the transaction request is store A.
通常,当商家在产品管理平台注册并提供产品信息时,通常产品管理方会填写产品供应方的详细信息,如产品类型、各类产品的价格、产品供应方地址等等。在本申请的另一些实施例中,所述产品供应方还可以为该产品的类似产品的产品供应方。例如,对于门票“故宫珍宝馆”,其产品供应方还可以为“故宫钟表馆”的产品供应方。即,如果某个用户与产品“故宫珍宝馆”的产品供应方存在历史交易记录,则可以认为该用户与“故宫钟表馆”的产品供应方存在历史交易记录。Generally, when a merchant registers on the product management platform and provides product information, the product manager usually fills in the detailed information of the product supplier, such as the product type, the price of various products, and the address of the product supplier. In some other embodiments of the present application, the product supplier may also be a product supplier of similar products of the product. For example, for the ticket "Forbidden City Treasures Museum", the product supplier may also be the product supplier of the "Forbidden City Clock and Watch Museum". That is, if a user has historical transaction records with the product supplier of the product "Forbidden City Treasure Museum", it can be considered that the user has historical transaction records with the product supplier of "Forbidden City Clock and Watch Museum".
进一步的,从所述历史交易信息中,获取与确定的所述产品供应方与所述用户的目标历史交易信息。Further, from the historical transaction information, obtain and determine the target historical transaction information of the product supplier and the user.
之后,将获取到的所述目标历史交易信息与所述产品的所述消费条件标签映射得到所述用户维度上的数值范围进行比对,确定所述用户所符合的差异化消费条件。例如,当某一产品的所述消费条件标签表示为“新客户”,将该消费条件标签映射为数值范围VALUE2,即历史交易订单数量等于0时,如果确定所述用户的目标历史交易信息为1,则确定所述用户所符合的差异化消费条件为“老客户”;否则,如果确定所述用户的目标历史交易信息为0,则确定所述用户所符合的差异化消费条件为“新客户”。Afterwards, the acquired target historical transaction information is mapped with the consumption condition tag of the product to obtain a numerical range in the user dimension to determine the differentiated consumption conditions that the user meets. For example, when the consumption condition label of a certain product is expressed as "new customer" and the consumption condition label is mapped to the value range VALUE2, that is, when the number of historical transaction orders is equal to 0, if it is determined that the user's target historical transaction information is 1. Determine that the differentiated consumption condition that the user meets is an "old customer"; otherwise, if it is determined that the user's target historical transaction information is 0, then it is determined that the differentiated consumption condition that the user meets is "new client".
第四种用户属性数据:请求消费时间和产品交易时间。The fourth type of user attribute data: request consumption time and product transaction time.
当所述信息维度包括:时间维度时,与所述差异化消费条件的用户维度对应的用户属性数据包括:请求消费时间。所述方法还包括:获取用户针对所述目标产品发出消费请求时的请求消费时间;获取接收到针对所述目标产品的所述交易请求的产品交易时间。When the information dimension includes a time dimension, the user attribute data corresponding to the user dimension of the differentiated consumption condition includes: request consumption time. The method further includes: acquiring the requested consumption time when the user sends a consumption request for the target product; acquiring the product transaction time when the transaction request for the target product is received.
可选的,获取发送所述消费请求的商家侧设备的系统时间,作为请求消费时间。或者,获取所述产品管理平台接收到所述消费请求时所述产品管理平台的系统时间,作为请求消费时间。Optionally, the system time of the merchant-side device that sent the consumption request is acquired as the requested consumption time. Alternatively, the system time of the product management platform when the product management platform receives the consumption request is acquired as the requested consumption time.
可选的,获取发送所述交易请求的用户客户端的系统时间,作为产品交易时间。或者,获取所述产品管理平台接收到所述交易请求时所述产品管理平台的系统时间,作为产品交易时间。再或者,获取生成产品订单数据的时间,作为产品交易时间。Optionally, obtain the system time of the user client that sent the transaction request as the product transaction time. Alternatively, the system time of the product management platform when the product management platform receives the transaction request is acquired as the product transaction time. Or, obtain the time when the product order data is generated as the product transaction time.
通过上述方法,可以确定所述用户的用户属性数据,即用户位置数据、异地属性数据、实时时间和交易数据中的任意一项或多项。所述用户属性数据包括的信息维度与所述差异化消费条件中的信息维度匹配,例如,所述用户属性数据中包括:与所述差异化消费条件的空间维度对应的用户位置数据 和/或异地属性数据、与所述差异化消费条件的时间维度对应的请求消费时间和产品交易时间、与所述差异化消费条件的用户维度对应的交易数据。Through the above method, the user attribute data of the user can be determined, that is, any one or more of user location data, off-site attribute data, real-time time, and transaction data. The information dimension included in the user attribute data matches the information dimension in the differentiated consumption condition. For example, the user attribute data includes: user location data corresponding to the spatial dimension of the differentiated consumption condition and/or Remote attribute data, requested consumption time and product transaction time corresponding to the time dimension of the differentiated consumption condition, and transaction data corresponding to the user dimension of the differentiated consumption condition.
在确定了与所述差异化消费条件的信息维度对应的用户属性数据之后,通过与各产品的消费条件标签进行比对,即可确定用户所述符合的,与产品信息获取请求或交易请求关联的差异化消费条件。例如,在本申请的一些实施例中,所述差异化消费条件的信息维度包括:空间维度、时间维度、用户维度,则确定的用户属性数据包括:用户的用户位置数据、请求时间、交易数据,上述确定的用户的用户位置数据、请求时间、交易数据将构成差异化消费条件的三个比对维度。After determining the user attribute data corresponding to the information dimension of the differentiated consumption conditions, by comparing with the consumption condition labels of each product, it can be determined that the user's compliance is associated with the product information acquisition request or transaction request Differentiated consumption conditions. For example, in some embodiments of the present application, the information dimensions of the differentiated consumption conditions include: space dimension, time dimension, and user dimension, and the determined user attribute data includes: user location data, request time, transaction data of the user The user location data, request time, and transaction data of the user determined above will constitute the three comparison dimensions of differentiated consumption conditions.
步骤130,根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品。Step 130: Determine, according to the consumption condition tag, a product in the product library that matches the differentiated consumption condition that the user meets and matches the product information acquisition request or the transaction request as a target product.
在确定了与所述产品信息获取请求对应的差异化消费条件之后,进一步确定所述产品库中与所述差异化消费条件匹配的目标产品。After the differentiated consumption condition corresponding to the product information acquisition request is determined, the target product matching the differentiated consumption condition in the product library is further determined.
本申请的一些实施例中,所述产品信息包括:匹配差异化消费条件的消费条件标签,所述消费条件标签包括与所述差异化消费条件包括的信息维度对应的信息维度。以所述差异化消费条件的信息维度包括:空间维度、时间维度、用户维度举例,匹配差异化消费条件的所述消费条件标签包括:时间维度、空间维度、用户维度的信息。具体实施时,可以通过将产品库中的产品的消费条件标签与所述差异化消费条件进行匹配,以确定所述产品库中符合所述差异化消费条件的产品。In some embodiments of the present application, the product information includes: a consumption condition label matching a differentiated consumption condition, and the consumption condition label includes an information dimension corresponding to the information dimension included in the differentiated consumption condition. Taking the information dimensions of the differentiated consumption conditions including: spatial dimension, time dimension, and user dimension for example, the consumption condition tags matching the differentiated consumption conditions include: time dimension, spatial dimension, and user dimension information. During specific implementation, the consumption condition tags of the products in the product library can be matched with the differentiated consumption conditions to determine the products in the product library that meet the differentiated consumption conditions.
可选的,所述消费条件标签包括与所述差异化消费条件包括的信息维度对应的信息维度,所述根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品的步骤,包括:确定所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品,作为候选产品;对所述候选产品的消费条件标签与所述用户所符合的差异化消费条件的相应信息维度进行匹配,分别确定每个所述候选产品的消费条件标签与所述用户所符合的差异化消费条件的匹配结果;根据所述匹配结果,从所述候选产品中确定目标产品。Optionally, the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition, and according to the consumption condition tag, the difference in the product library that matches the user is determined The product that matches the consumption conditions and matches the product information acquisition request or the transaction request, as the target product, includes: determining the product in the product library that matches the product information acquisition request or the transaction request , As a candidate product; match the consumption condition label of the candidate product with the corresponding information dimension of the differentiated consumption condition that the user meets, and respectively determine that the consumption condition label of each candidate product matches the user The matching result of the differentiated consumption conditions; according to the matching result, the target product is determined from the candidate products.
在进行消费条件标签匹配之前,为了提升匹配效率,首先确定所述产品库中与所述产品信息获取请求或交易请求匹配的产品,作为候选产品。例如, 通过所述产品信息获取请求或交易请求会携带关键词,调用预置的搜索引擎对所述产品库执行搜索操作,确定与所述关键词匹配的产品,作为与所述产品信息获取请求匹配的候选产品。或者,所述产品信息获取请求或交易请求会携带产品类别、名称、产品供应方等一种或多种信息,根据所述产品信息获取请求或交易请求携带的信息,参照现有技术即可确定与所述产品信息获取请求或交易请求匹配的候选产品。Before the consumption condition tag matching is performed, in order to improve the matching efficiency, the product matching the product information acquisition request or the transaction request in the product library is first determined as a candidate product. For example, through the product information acquisition request or the transaction request carrying keywords, a preset search engine is called to perform a search operation on the product library, and the product matching the keyword is determined as the product information acquisition request Matching candidate products. Alternatively, the product information acquisition request or transaction request may carry one or more types of information such as product category, name, product supplier, etc., which can be determined according to the information carried in the product information acquisition request or transaction request with reference to the prior art Candidate products that match the product information acquisition request or transaction request.
然后,对于每个所述候选产品,将其消费条件标签与所述差异化消费条件一一进行匹配,确定所述候选产品中与所述差异化消费条件匹配的候选产品。Then, for each candidate product, its consumption condition label is matched with the differentiated consumption condition one by one to determine the candidate product that matches the differentiated consumption condition among the candidate products.
本申请的一些实施例中,以所述差异化消费条件的信息维度包括:空间维度、时间维度、用户维度举例,匹配差异化消费条件的所述消费条件标签包括:时间维度、空间维度、用户维度的信息,对所述候选产品的消费条件标签与所述差异化消费条件的相应信息维度进行匹配包括:对所述候选产品的消费条件标签的空间维度与所述差异化消费条件的空间维度进行匹配、对所述候选产品的消费条件标签的时间维度与所述差异化消费条件的时间维度进行匹配,以及,对所述候选产品的消费条件标签的用户维度与所述差异化消费条件的用户维度进行匹配中的任意一项或多项。In some embodiments of the present application, the information dimensions of the differentiated consumption conditions include: spatial dimension, time dimension, and user dimension as examples, and the consumption condition tags that match the differentiated consumption conditions include: time dimension, spatial dimension, user Dimensional information, matching the consumption condition label of the candidate product with the corresponding information dimension of the differentiated consumption condition includes: matching the spatial dimension of the consumption condition label of the candidate product and the spatial dimension of the differentiated consumption condition Matching, matching the time dimension of the consumption condition label of the candidate product with the time dimension of the differentiated consumption condition, and matching the user dimension of the consumption condition label of the candidate product with the time dimension of the differentiated consumption condition Any one or more of the user dimensions to match.
具体实施时,对于采用不同形式表示的消费条件标签,将采用相应的匹配方式。In specific implementation, the corresponding matching method will be adopted for the consumption condition tags expressed in different forms.
以确定的用户所符合的差异化消费条件可以为“近场”举例,如果所述产品库中与所述产品信息获取请求或所述交易请求匹配的候选产品包括候选产品P1和候选产品P2,其中,候选产品P1的消费条件标签表示为“近场”,候选产品P2的消费条件标签表示为“远场”,则确定候选产品P1的消费条件标签与用户所符合的差异化消费条件匹配成功,确定候选产品P2的消费条件标签与用户所符合的差异化消费条件匹配失败。The differentiated consumption conditions that the determined user meets can be a "near field" example. If the candidate products in the product library that match the product information acquisition request or the transaction request include candidate product P1 and candidate product P2, Among them, the consumption condition label of the candidate product P1 is expressed as "near field", and the consumption condition label of the candidate product P2 is expressed as "far field", then it is determined that the consumer condition label of the candidate product P1 matches the differentiated consumption conditions that the user meets successfully , It is determined that the consumption condition label of the candidate product P2 fails to match the differentiated consumption condition that the user meets.
以确定的用户所符合的差异化消费条件可以为“新客户”举例,如果所述产品库中与所述产品信息获取请求或所述交易请求匹配的候选产品包括候选产品P3和候选产品P4,其中,候选产品P3的消费条件标签表示为“新客户”,候选产品P4的消费条件标签表示为“老客户”,则确定候选产品P3的消费条件标签与用户所符合的差异化消费条件匹配成功,则确定候选产品P2的消费条件标签与用户所符合的差异化消费条件匹配失败。The differentiated consumption conditions that the determined user meets can be an example of "new customer". If the candidate products in the product library that match the product information acquisition request or the transaction request include candidate product P3 and candidate product P4, Among them, the consumption condition label of the candidate product P3 is represented as "new customer", and the consumption condition label of the candidate product P4 is represented as "old customer", then it is determined that the consumption condition label of the candidate product P3 matches the differentiated consumption conditions that the user meets successfully , It is determined that the consumption condition label of the candidate product P2 fails to match the differentiated consumption condition that the user meets.
具体应用过程中,以候选产品为两个名称为“故宫门票”的产品举例,故 宫门票1的消费条件标签表示为“近场”,产品标签中价格为“40元”,故宫门票2的消费条件标签表示为“远场”,产品标签中价格为“50元”,若确定故宫门票1的消费条件标签与用户所符合的差异化消费条件匹配成功,故宫门票2的消费条件标签与用户所符合的差异化消费条件匹配失败,则将故宫门票1作为目标产品。In the specific application process, taking the candidate products as an example of two products named "Forbidden City Tickets", the consumption condition label of Forbidden City Ticket 1 is represented as "Near Field", and the price in the product label is "40 yuan", and the consumption of Forbidden City Ticket 2 The condition label is expressed as "far field" and the price in the product label is "50 yuan". If it is determined that the consumption condition label of the Forbidden City Ticket 1 matches the differentiated consumption conditions that the user meets successfully, the consumption condition label of the Forbidden City Ticket 2 matches the user's If the matched differentiated consumption conditions fail to match, the Forbidden City Ticket 1 is used as the target product.
具体应用过程中,以候选产品为两个名称为“故宫门票”的产品举例,故宫门票3的消费条件标签表示为“新客户”,产品标签中价格为“50元”,故宫门票4的消费条件标签表示为“老客户”,产品标签中价格为“40元”,若确定故宫门票3的消费条件标签与用户所符合的差异化消费条件匹配成功,故宫门票4的消费条件标签与用户所符合的差异化消费条件匹配失败,则将故宫门票3作为目标产品。In the specific application process, taking the candidate products as an example of two products named "Forbidden City Tickets", the consumption condition label of the Forbidden City Ticket 3 is indicated as "new customer", the price in the product label is "50 yuan", and the consumption of the Forbidden City Ticket 4 The condition label is expressed as "remaining customer" and the price in the product label is "40 yuan". If it is determined that the consumption condition label of the Forbidden City Ticket 3 matches the differentiated consumption conditions that the user meets successfully, the consumption condition label of the Forbidden City Ticket 4 matches the user's If the matched differentiated consumption conditions fail to match, the Forbidden City Ticket 3 is used as the target product.
以某一未买过故宫门票的用户在故宫门口访问平台的用户客户端,并输入“故宫门票”获取故宫门票相关的产品为例,该用户的差异化消费条件可以表示为“近场,新用户,X年X月X日”如果产品库中有多条“故宫门票”这一产品的记录,既包括多个“故宫门票”相关的产品,每个产品对应不同的差异化消费条件,通过本申请中的方法,将匹配出与用户的门票获取需求关联的场景的故宫门票,如表1中的第一条记录。Taking a user who has not bought a ticket for the Forbidden City visits the user client of the platform at the entrance of the Forbidden City and enters "Forbidden City Tickets" to obtain products related to the Forbidden City ticket as an example, the user's differentiated consumption conditions can be expressed as "near field, new User, "X year X month X day" If there are multiple records of the product "Forbidden City Tickets" in the product library, including multiple products related to "Forbidden City Tickets", each product corresponds to different differentiated consumption conditions. The method in this application will match the Forbidden City tickets of the scene associated with the user's ticket acquisition needs, as shown in the first record in Table 1.
在申请的另一些实施例中,所述消费条件标签包括与所述差异化消费条件包括的信息维度对应的信息维度,所述根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品的步骤,包括:根据所述消费条件标签对所述产品库中的产品进行分类,形成多个候选产品子库;对所述消费条件标签与相应信息维度的所述用户所符合的差异化消费条件进行匹配,确定与所述用户所符合的差异化消费条件匹配的所述消费条件标签相对应的候选产品子库;确定所述候选产品子库中与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品。In some other embodiments of the application, the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition, and the consumption condition tag is used to determine whether the product library matches the user The product that matches the differentiated consumption condition that matches and matches the product information acquisition request or the transaction request, as the target product, includes: classifying the products in the product library according to the consumption condition label , Forming a plurality of candidate product sub-libraries; matching the consumption condition label with the differentiated consumption conditions of the user in the corresponding information dimension, and determining the consumption that matches the differentiated consumption conditions of the user The candidate product sub-library corresponding to the condition label; and a product in the candidate product sub-library that matches the product information acquisition request or the transaction request is determined as the target product.
例如,当消费条件标签包括空间维度的“近场”和“远场”时,可将按照根据产品库中各产品的消费条件标签对产品库中的产品进行分类,形成一个“近场”候选产品子库和一个“远场”候选产品子库。然后,当确定的用户所符合的差异化消费条件为“近场”时,进一步确定“近场”候选产品子库中与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品。For example, when the consumption condition label includes the spatial dimensions of "near field" and "far field", the products in the product library can be classified according to the consumption condition label of each product in the product library to form a "near field" candidate Product sub-library and a "far-field" candidate product sub-library. Then, when the differentiated consumption condition that the determined user meets is "near field", the product in the "near field" candidate product sub-library that matches the product information acquisition request or the transaction request is further determined as the target product .
再例如,当消费条件标签包括用户维度的“新客户”和“老客户”时,可将按 照根据产品库中各产品的消费条件标签对产品库中的产品进行分类,形成一个“新客户”候选产品子库和一个“老客户”候选产品子库。然后,当确定的用户所符合的差异化消费条件为“老客户”时,进一步确定“老客户”候选产品子库中与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品。For another example, when the consumption condition label includes "new customer" and "old customer" in the user dimension, the products in the product library can be classified according to the consumption condition label of each product in the product library to form a "new customer" Candidate product sub-library and an "old customer" candidate product sub-library. Then, when the differentiated consumption condition that the determined user meets is an "old customer", the product in the candidate product sub-library of the "old customer" that matches the product information acquisition request or the transaction request is further determined as the target product .
确定候选产品子库中与所述产品信息获取请求或所述交易请求匹配的产品的具体实施方式参见现有技术,本申请实施例中不再赘述。For the specific implementation manner for determining the product matching the product information acquisition request or the transaction request in the candidate product sub-library, please refer to the prior art, which will not be repeated in the embodiments of this application.
本申请的实施例中,通过基于空间维度、时间维度、用户维度对产品进行差异化消费条件的匹配,可以有效提升确定与差异化消费条件(即与用户的产品信息获取请求)匹配的产品的准确性。In the embodiment of the present application, by matching products with differentiated consumption conditions based on the spatial dimension, time dimension, and user dimension, it is possible to effectively improve the determination of products that match the differentiated consumption conditions (that is, the product information acquisition request of the user). accuracy.
在本申请的另一些实施例中,所述差异化消费条件的信息维度可以根据平台订单数据的分析结果设置为包括不同的信息维度,例如,设置为包括空间维度和用户维度,或者设置为仅包括空间维度,或者设置为仅包括用户维度。In other embodiments of the present application, the information dimension of the differentiated consumption conditions may be set to include different information dimensions according to the analysis result of the platform order data, for example, set to include the spatial dimension and the user dimension, or set to only Include the spatial dimension, or set to include only the user dimension.
在本申请的又一些实施例中,产品的消费条件标签的信息维度也可以少于差异化消费条件维度,对于消费条件标签中没有设置的信息维度,可以认为该产品在相应信息维度与差异化消费条件的匹配结果为成功。In still other embodiments of the present application, the information dimension of the consumption condition label of the product may also be less than the differentiated consumption condition dimension. For information dimensions that are not set in the consumption condition label, it can be considered that the product is in the corresponding information dimension and differentiated The matching result of the consumption conditions is success.
具体实施时,描述所述差异化消费条件的信息还可以包括其他维度,相应的,用户属性数据中需要包括相应维度的信息,产品信息和所述获取产品信息的请求中需要携带确定用户属性数据中相应维度信息的信息。In specific implementation, the information describing the differentiated consumption conditions may also include other dimensions. Accordingly, the user attribute data needs to include information of the corresponding dimension, and the product information and the request for obtaining product information need to carry certain user attribute data Information about the corresponding dimension information in the.
在确定了与所述目标产品之后,展示所述目标产品的产品信息中部分产品信息,如所述目标产品的价格、产品力、名称等信息。其中,所述至少部分所述产品信息包括具有差异化消费条件差异的产品信息,如价格、产品力。After determining the target product, display part of the product information in the product information of the target product, such as the price, product strength, name and other information of the target product. Wherein, the at least part of the product information includes product information with differences in differentiated consumption conditions, such as price and product power.
步骤140,在检测到所述用户针对所述目标产品执行下单操作之后,生成产品订单数据。Step 140: After detecting that the user performs an order operation for the target product, generate product order data.
其中,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数。在本申请的一些实施例中,所述商家结算数据包括对应于目标产品的佣金或进货价,或者,包括包含所述目标产品的打包产品的佣金或进货价。Wherein, the product order data includes merchant settlement parameters matching the differentiated consumption conditions. In some embodiments of the present application, the merchant settlement data includes the commission or purchase price corresponding to the target product, or includes the commission or purchase price of the packaged product containing the target product.
在确定目标产品之后,展示所述目标产品,并检测用户对展示的所述目标产品的操作。如检测用户点击展示的产品信息所触发的下单操作,获取所述下单操作的时间,作为产品交易时间,并获取用户点击的产品的产品标识、该产品的商家结算参数等数据,生成产品订单数据,之后,存储所述产品订单数据。After the target product is determined, the target product is displayed, and the user's operation on the displayed target product is detected. For example, detecting the ordering operation triggered by the user clicking on the displayed product information, obtaining the time of the ordering operation as the product transaction time, and obtaining the product identification of the product clicked by the user, the merchant settlement parameters of the product and other data to generate the product Order data, and then store the product order data.
O2O平台在用户和商家之间搭建了产品信息和交易信息流通和交互的桥梁。然而,对于O2O平台所扮演的桥梁(引流)的作用,现有技术中却缺少一种好的技术方案来进行评估。一种现有技术是仅针对用户信息、产品信息的简单绑定,并以此为据,对于O2O平台所执行的桥梁(引流)作用进行评估,然而,这种对O2O平台桥梁作用的评估结果,与现实中的O2O平台所起到的实际作用存在着很大程度上的偏差,这也是导致该评估方案得不到行业内众多参与方认可的重要原因。The O2O platform builds a bridge for the circulation and interaction of product information and transaction information between users and businesses. However, the existing technology lacks a good technical solution to evaluate the role of the O2O platform as a bridge (drainage). An existing technology is only for the simple binding of user information and product information, and based on this, evaluates the bridge (drainage) effect performed by the O2O platform. However, this evaluation result of the bridge effect of the O2O platform , There is a large degree of deviation from the actual role played by the O2O platform in reality, which is also an important reason why the evaluation plan is not recognized by many participants in the industry.
本申请发明人经过研究发现,现有技术中,对平台桥梁作用的非此即彼的、粗暴的数据化,是导致评估不客观的根源。一个典型的例子就是用户本来也想在某景区消费,故其来到了景区门口,而其因为之前有过在O2O平台消费的经历,故其因习惯惯性而再次通过O2O平台进行购买门票的行为。这种情况下,O2O平台对于用户和商家之间的产品信息和交易信息的流通的贡献,要远小于一个用户不在景区现场而单纯靠O2O平台引流到景区的情况下的贡献。若将这两种情况均按照现有技术中非此即彼式的数据化方式,会均计算为O2O平台引流的情况,这样的计算方式会导致商家的不满。本申请发明人提供了一种客观地将平台桥梁作用进行数据化的方法,即按照差异化消费条件的不同,对平台引流贡献进行不同程度的数据化,并分别进行计算处理和反馈。The inventor of the present application has discovered through research that in the prior art, the either-or, crude digitization of the platform bridge function is the root cause of the unobjective evaluation. A typical example is that the user originally wanted to spend in a certain scenic spot, so he came to the entrance of the scenic spot, and because he had consumed on the O2O platform before, he bought tickets through the O2O platform again due to inertia. In this case, the contribution of the O2O platform to the circulation of product information and transaction information between users and merchants is much smaller than the contribution of a user who is not at the scene of the scenic spot and simply relies on the O2O platform to attract traffic to the scenic spot. If these two situations are both calculated according to the one-or-other data method in the prior art, they will both be calculated as the situation of O2O platform drainage. Such a calculation method will cause dissatisfaction of the merchants. The inventor of the present application provides a method of objectively digitizing the role of platform bridges, that is, according to different differentiated consumption conditions, the contribution of platform drainage is digitized to different degrees, and calculation processing and feedback are performed respectively.
在另一个具体应用场景中,由于现有技术不能实现基于时间维度的商品管理,导致不同时间维度只能执行单一的商品管理与销售策略,无法满足不同场景供需匹配。以度假业务举例,景区在淡季期间期望提前低价预售旺季门票起到人流管控和资源调配作用(同样适用包含旺季期间提前低价预售淡季票起到提升整体营收作用),所以可以向线上平台提供预订未来时间门票,提供更低售价更高佣金供给。由于现有技术中不支持时间维度商品管理,导致不能实现预售票和随买随用票的不同佣金管理,无法提升线上平台在提升预售商品在线销量积极性。而通过本申请的实施例,从构建产品库的环节对产品进行拆分并设置消费条件标签,然后通过识别消费者购买时间,实现原价购买当日票并且收取商家正常佣金,低价购买预售票并且收取商家高佣金。通过这种方式不但提升了消费者购票体验,也解决了景区经营问题,同时为平台创造额外收益,促进了线上平台在提升预售商品在线销量积极性。In another specific application scenario, because the prior art cannot implement product management based on the time dimension, different time dimensions can only execute a single product management and sales strategy, which cannot meet supply and demand matching in different scenarios. Take the vacation business as an example. During the off-season, the scenic spot expects to pre-sell low-priced high-season tickets in advance to control the flow of people and to allocate resources (the same applies to include the low-price pre-sale of off-season tickets in advance during the high season to increase overall revenue). The online platform provides for booking tickets for future times, and provides lower prices and higher commissions. Since the prior art does not support time-dimension product management, it is impossible to realize different commission management for pre-sale tickets and buy-as-you-use tickets, and cannot enhance the enthusiasm of online platforms to increase the online sales of pre-sale products. Through the embodiment of this application, the product is split from the link of building the product library and the consumption condition label is set, and then by identifying the time of purchase by the consumer, it is possible to purchase the same-day ticket at the original price and charge the merchant’s normal commission to buy the pre-sale ticket at a low price. And charge merchants high commissions. In this way, it not only improves the consumer's ticket purchase experience, but also solves the problem of scenic spot operation. At the same time, it creates additional revenue for the platform and promotes the enthusiasm of online platforms to increase the online sales of pre-sale products.
具体而言,本申请实施例提供的产品数据处理方法,通过获取记录产品 和与每个所述产品对应的产品信息的产品库,所述产品信息包括:匹配预设差异化消费条件的消费条件标签;响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件;根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品;在检测到所述用户针对所述目标产品执行下单操作之后,生成产品订单数据,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,能够实现对平台在交易中所起作用进行更加准确的量化和处理,进而能够准确地评估O2O平台在交易中所起作用。Specifically, the product data processing method provided in the embodiments of the present application obtains a product library that records products and product information corresponding to each product, and the product information includes: consumption conditions matching preset differentiated consumption conditions Label; in response to receiving a user's product information acquisition request or a user's transaction request for the product, determine the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request; according to the consumption The condition tag determines that the product in the product library that matches the differentiated consumption conditions that the user meets, and that matches the product information acquisition request or the transaction request, is used as a target product; After the target product performs the ordering operation, product order data is generated. The product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the platform's role in transactions , And then can accurately assess the role of O2O platform in the transaction.
另一方面,在用户通过O2O平台的用户客户端执行产品的搜索、浏览、下单等产品访问操作时,如何为用户提供便捷的产品访问操作,是衡量O2O平台运行效率的一个重要指标。平台开发者往往通过提升产品搜索效率、简化用户下单流程等方式来提升平台生成产品订单的效率。例如,通过改进搜索引擎,提升基于用户输入的查询关键词召回产品的准确性,以提升通过平台生成订单的效率。On the other hand, when users perform product access operations such as product search, browsing, and ordering through the user client of the O2O platform, how to provide users with convenient product access operations is an important indicator to measure the operating efficiency of the O2O platform. Platform developers often improve the efficiency of the platform to generate product orders by improving the efficiency of product search and simplifying the user ordering process. For example, by improving the search engine, the accuracy of recalling products based on the query keywords entered by the user is improved to improve the efficiency of generating orders through the platform.
然而,在搜索引擎比较成熟的情况下,通过改进搜索引擎以提升通过平台生成订单的效率已经没有显著的效果,本申请通过基于查询关键词和差异化消费条件为用户召回与用户需求匹配的产品,可以提升召回产品的准确性,以提升通过平台生成订单的效率。However, when the search engine is relatively mature, improving the search engine to increase the efficiency of generating orders through the platform has no significant effect. This application recalls products that match the user’s needs based on query keywords and differentiated consumption conditions. , Can improve the accuracy of recalled products, so as to improve the efficiency of generating orders through the platform.
实施例二Example two
基于实施例一,在本申请的一些实施例中,如图2所示,所述生成产品订单数据的步骤之后,还包括:步骤150和步骤160。Based on Embodiment 1, in some embodiments of the present application, as shown in FIG. 2, after the step of generating product order data, the method further includes: step 150 and step 160.
步骤150,根据存储的所述产品订单数据中匹配所述差异化消费条件的商家结算参数,确定每条产品订单数据的平台效率运算参数。Step 150: Determine a platform efficiency calculation parameter for each piece of product order data according to merchant settlement parameters matching the differentiated consumption conditions in the stored product order data.
步骤160,基于所述平台效率运算参数,计算与所述预设差异化消费条件关联的平台订单生成效率。Step 160: Calculate the platform order generation efficiency associated with the preset differentiated consumption conditions based on the platform efficiency calculation parameters.
其中,所述平台效率运算参数可以为产品的售卖价格或单一差异化消费条件的订单数量等。以平台效率运算参数为差异化消费条件为例,通过确定某一产品的每条产品订单数据的差异化消费条件,进一步确定预设时间段内由O2O平台引入的该产品指定差异化消费条件的订单数量。然后,通过计算所述指定差异化消费条件与所述产品的所有订单数量的比值,确定O2O 平台的订单生成效率。Wherein, the platform efficiency calculation parameter may be the selling price of the product or the order quantity under a single differentiated consumption condition. Taking the platform efficiency calculation parameter as the differentiated consumption condition as an example, by determining the differentiated consumption condition of each product order data of a certain product, the specified differentiated consumption condition of the product introduced by the O2O platform within a preset time period is further determined quantity of order. Then, the order generation efficiency of the O2O platform is determined by calculating the ratio of the specified differentiated consumption condition to the quantity of all orders of the product.
以平台效率运算参数为售卖价格举例,不同的差异化消费条件下生成的产品订单对应的售卖价格是不同的,通过根据产品订单数据中的差异化消费条件指定产品的进货价格和售卖价格的价格差,并基于确定的价格差执行O2O平台和产品供应方之间的资金结算,由此,确定预设时间段内由O2O平台引入的产品订单产生的价值。Taking the platform efficiency calculation parameter as the selling price for example, the selling price corresponding to the product order generated under different differentiated consumption conditions is different, and the purchase price and selling price of the product are specified according to the differentiated consumption conditions in the product order data Based on the determined price difference, the fund settlement between the O2O platform and the product supplier is executed, thereby determining the value of the product order introduced by the O2O platform within the preset time period.
在本申请的另一些实施例中,所述方法还包括:将所生成的产品订单数据及与所述产品信息获取请求或所述交易请求相关联的用户的与所述信息维度对应的用户属性数据输出给商家侧数据处理系统。由商家侧数据处理系统根据订单数据计算与所述预设差异化消费条件关联的平台订单生成效率,或者进行订单数据展示。In some other embodiments of the present application, the method further includes: combining the generated product order data and user attributes corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request The data is output to the merchant side data processing system. The merchant-side data processing system calculates the platform order generation efficiency associated with the preset differentiated consumption conditions according to the order data, or displays the order data.
本申请的实施例通过根据存储的所述产品订单数据中匹配所述差异化消费条件的商家结算参数,确定每条产品订单数据的平台效率运算参数;基于所述平台效率运算参数,计算与所述预设差异化消费条件关联的平台订单生成效率,可以客观地将平台桥梁作用进行数据化的方法,即按照差异化消费条件的不同,对平台引流贡献进行不同程度的数据化,并分别进行计算处理和反馈。The embodiment of the present application determines the platform efficiency calculation parameters of each product order data according to the merchant settlement parameters matching the differentiated consumption conditions in the stored product order data; based on the platform efficiency calculation parameters, the calculation is The platform order generation efficiency associated with the preset differentiated consumption conditions can be used to objectively digitize the role of platform bridges, that is, according to different differentiated consumption conditions, the platform drainage contribution is digitized to different degrees and performed separately Calculation processing and feedback.
实施例三Example three
基于实施例一和/或实施例二,本申请的另一实施例提供的产品数据处理方法,如图3所示,在生成产品订单数据的步骤之后,还包括:Based on Embodiment 1 and/or Embodiment 2, the product data processing method provided by another embodiment of the present application, as shown in FIG. 3, after the step of generating product order data, further includes:
步骤170,接收用户发出的消费请求,并处理所述消费请求。Step 170: Receive a consumption request sent by the user, and process the consumption request.
其中,一种消费请求处理方式为:若所述信息维度包括时间维度,所述方法进一步包括:获取用户针对所述目标产品发出消费请求时的请求消费时间;获取接收到针对所述目标产品的所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件;根据所述产品交易时间与所述请求消费时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。Wherein, a consumption request processing method is: if the information dimension includes a time dimension, the method further includes: obtaining the requested consumption time when the user sends a consumption request for the target product; The product transaction time of the transaction request, and the differentiated consumption conditions that the user meets are determined according to the target product targeted by the transaction request; according to the difference between the product transaction time and the requested consumption time, and the user's compliance The differentiated consumption conditions for determining whether the user has the authority to consume the target product when the consumption time is requested.
仍以目标产品为门票举例,用户成功预订门票后,平台生成对应门票的产品订单数据,并将电子门票二维码或者订单信息反馈给用户,当用户持电子门票二维码或者订单信息,到门店消费时,用户在刷卡处刷电子门票二维码或请求打印门票或在验证订单信息时,将发送该门票的消费请求。产品管理系统在接收到所述消费请求时,获取到用户针对所述目标产品发出消费请 求时的请求消费时间,同时,获取接收到针对所述目标产品的所述交易请求的产品交易时间(如订单生成时间,或用户发出所述交易请求的实时时间),并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件。Still taking the target product as the ticket example, after the user successfully booked the ticket, the platform generates the product order data corresponding to the ticket, and feeds back the electronic ticket QR code or order information to the user. When the user holds the electronic ticket QR code or order information, When purchasing in a store, the user will send the ticket consumption request when swiping the QR code of the electronic ticket at the card swiping place or requesting to print the ticket or verifying the order information. When receiving the consumption request, the product management system obtains the requested consumption time when the user sends a consumption request for the target product, and at the same time, obtains the product transaction time (such as the transaction time when the transaction request for the target product is received) The order generation time, or the real-time time when the user sends the transaction request), and the differentiated consumption conditions that the user meets are determined according to the target product targeted by the transaction request.
例如,当根据所述门票的订单数据确定用户购买的门票为“早订优惠”这一差异化消费条件的门票,即用户在发出交易请求之后,对用户客户端展示的匹配“早订优惠”这一差异化消费条件的门票执行了下单操作,并针对下单的门票发起消费请求,则确定所述产品交易时间与所述请求消费时间之间的时间差。然后,将该时间差与“早订优惠”这一差异化消费条件对应的预设时间间隔进行比较,如果所述时间差大于所述预设时间间隔,则确定用户在所述请求消费时间时有权限消费该门票;否则,确定用户在所述请求消费时间时无权限消费该门票。For example, when it is determined according to the ticket order data that the ticket purchased by the user is a ticket with differentiated consumption conditions of "early booking discount", that is, after the user sends a transaction request, the matching "early booking discount" displayed to the user client The ticket with this differentiated consumption condition executes the ordering operation and initiates a consumption request for the ordered ticket, then the time difference between the product transaction time and the requested consumption time is determined. Then, the time difference is compared with the preset time interval corresponding to the differentiated consumption condition of "early booking discount", and if the time difference is greater than the preset time interval, it is determined that the user has the authority to request the consumption time Consume the ticket; otherwise, it is determined that the user has no right to consume the ticket when the consumption time is requested.
另一种消费请求处理方式为,若所述信息维度包括时间维度,所述方法进一步包括:获取接收到所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件;将所述产品交易时间和所述用户所符合的差异化消费条件作为生成所述商家结算参数的一部分数据,以供商家在获取用户针对所述目标产品发出消费请求时,根据获取所述消费请求时的请求消费时间、所述产品交易时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。Another way to process a consumption request is that if the information dimension includes a time dimension, the method further includes: obtaining the product transaction time for which the transaction request is received, and determining the user's compliance with the target product for the transaction request The differentiated consumption conditions; the product transaction time and the differentiated consumption conditions that the user meets are used as part of the data for generating the merchant settlement parameters for the merchant to obtain when the user sends a consumption request for the target product, According to the difference between the requested consumption time when acquiring the consumption request, the product transaction time, and the differentiated consumption conditions that the user meets, it is determined whether the user has the authority to consume the target product when the consumption time is requested.
具体而言,还可以由商家侧设备进行消费请求处理。例如,由产品管理系统获取接收到所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件;然后,将所述产品交易时间和所述用户所符合的差异化消费条件作为生成所述商家结算参数的一部分数据,生成产品订单数据,并将产品订单数据发送给商家侧数据处理系统。当商家侧数据处理系统获取到用户针对所述目标产品发出消费请求时,可以根据获取所述消费请求时的请求消费时间、所述产品订单数据中的产品交易时间之间的时间差,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。Specifically, the merchant-side device can also process the consumption request. For example, the product management system obtains the product transaction time for receiving the transaction request, and determines the differentiated consumption conditions that the user meets according to the target product targeted by the transaction request; then, compares the product transaction time with the user The qualified differentiated consumption conditions are used as part of the data for generating the merchant settlement parameters, generating product order data, and sending the product order data to the merchant-side data processing system. When the merchant-side data processing system obtains that the user sends a consumption request for the target product, it can be based on the requested consumption time when the consumption request is obtained, the time difference between the product transaction time in the product order data, and the user's According to the differentiated consumption conditions, it is determined whether the user has the authority to consume the target product when the consumption time is requested.
通过基于差异化消费条件对订单进行有效性验证,避免由于引入差异化消费条件,从而构建的具备不同产品标签的产品被使用到不匹配的场景中,从而造成产品供应方或O2O平台的资源损失。例如,用户以较低的售卖价格购买的早订优惠场景下的门票,但是,将其在随买随用场景中使用,将导 致门票供应方产生经济损失。By verifying the effectiveness of orders based on differentiated consumption conditions, it is avoided that products with different product labels built by introducing differentiated consumption conditions are used in unmatched scenarios, which will cause resource loss to the product supplier or O2O platform . For example, a user buys tickets under an early booking discount scenario at a lower selling price, but using them in a buy-as-you-go scenario will cause economic losses to the ticket supplier.
实施例四Example four
相应的,本申请实施例还公开了一种产品数据处理方法,如图4所示,所述方法包括:步骤410至步骤430。Correspondingly, the embodiment of the present application also discloses a product data processing method. As shown in FIG. 4, the method includes: step 410 to step 430.
步骤410,根据用户输入的产品及所述产品的产品信息,生成至少一条所述产品的产品记录。Step 410: Generate at least one product record of the product according to the product input by the user and the product information of the product.
具体实施时,用户可以通过商家侧的客户端录入产品和各产品的产品信息,并生成每个产品的一条产品记录。During specific implementation, the user can enter the product and product information of each product through the client on the merchant side, and generate a product record for each product.
其中,所述产品信息包括:与差异化消费条件关联的产品画像信息、匹配差异化消费条件的消费条件标签。在本申请的另一些实施例中,所述产品信息还包括产品标签,所述产品标签进一步包括产品的售卖价格、产品力等信息。Wherein, the product information includes: product profile information associated with differentiated consumption conditions, and consumption condition tags matching the differentiated consumption conditions. In some other embodiments of the present application, the product information further includes a product label, and the product label further includes information such as the selling price of the product and the product strength.
在本申请的另一些实施例中,所述根据用户输入的产品及所述产品的产品信息,生成至少一条所述产品的产品记录的步骤,还包括:获取用户输入的产品及所述产品的产品信息;在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品信息分别生成与各所述预设差异化消费条件匹配的消费条件标签和产品标签;根据所述产品信息、生成的与各所述预设差异化消费条件匹配的消费条件标签和产品标签,分别生成与每个所述差异化消费条件匹配的产品记录。In other embodiments of the present application, the step of generating at least one product record of the product based on the product input by the user and the product information of the product further includes: obtaining the product input by the user and the product information Product information; in the case where it is determined that the product meets the preset conditions, according to the product label setting rules of the preset differentiated consumption conditions, based on the obtained product information, the products that match the preset differentiated consumption conditions are generated respectively Consumption condition label and product label; according to the product information, the generated consumption condition label and product label that match each of the preset differentiated consumption conditions, a product record matching each of the differentiated consumption conditions is generated respectively.
在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品信息分别生成与各所述预设差异化消费条件匹配的消费条件标签和产品标签的具体实施方式参见实施例一,本实施例不再赘述。根据所述产品信息、生成的与各所述预设差异化消费条件匹配的消费条件标签和产品标签,分别生成与每个所述差异化消费条件匹配的产品记录的具体实施方式参见实施例一,本实施例不再赘述。In the case of determining that the product meets the preset conditions, according to the product label setting rules of the preset differentiated consumption conditions, based on the obtained product information, a consumption condition label that matches each of the preset differentiated consumption conditions is generated respectively For the specific implementation of the product label, please refer to Example 1, which will not be repeated in this example. According to the product information, the generated consumption condition label and the product label that match each of the preset differentiated consumption conditions, respectively, the specific implementation of generating a product record matching each of the differentiated consumption conditions is shown in Example 1. , This embodiment will not repeat them.
步骤420,发送所述产品记录至预设产品管理系统,以供所述产品管理系统根据所述产品记录生成记录所述产品和与所述产品对应的产品信息的产品库,所述产品库中的产品对应的产品信息包括匹配预设差异化消费条件的消费条件标签。Step 420: Send the product record to a preset product management system, so that the product management system generates a product library that records the product and product information corresponding to the product according to the product record. The product information corresponding to the product of includes a consumption condition label that matches a preset differentiated consumption condition.
在商家侧设备生成产品记录之后,商家侧设备通过和预设产品管理系统预先协商的接口,将生成的产品记录发送至所述预设产品管理系统。After the merchant-side device generates the product record, the merchant-side device sends the generated product record to the preset product management system through an interface negotiated in advance with the preset product management system.
所述产品管理系统根据接收到的所述产品记录生成记录所述产品和与 所述产品对应的产品信息的产品库。The product management system generates a product library that records the product and product information corresponding to the product according to the received product record.
在本申请的一些实施例中,如果商家侧发送的产品记录中的产品信息已经包括消费条件标签,则所述产品管理系统直接存储接收到的产品记录。In some embodiments of the present application, if the product information in the product record sent by the merchant already includes the consumption condition tag, the product management system directly stores the received product record.
在本申请的另一些实施例中,如果商家侧发送的产品记录中的产品信息不包括消费条件标签。所述产品管理系统根据接收到的所述产品记录中的产品信息确定所述产品是否符合预设条件,并在确定所述产品是否符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于接收到的产品记录中的所述产品信息分别生成与各所述预设差异化消费条件匹配的消费条件标签和产品标签,重构多条产品记录并存储在产品库中。产品管理系统重构产品记录并生成产品库的具体实施方式参见实施例一,本实施例不再赘述。In some other embodiments of the present application, if the product information in the product record sent by the merchant does not include the consumption condition tag. The product management system determines whether the product meets preset conditions according to the product information in the received product record, and in the case of determining whether the product meets the preset conditions, according to the preset differentiated consumption conditions Product label setting rules, based on the product information in the received product records, respectively generate consumption condition labels and product labels that match each of the preset differentiated consumption conditions, reconstruct multiple product records and store them in the product library . The specific implementation manner of the product management system reconstructing the product record and generating the product library can be found in the first embodiment, which will not be repeated in this embodiment.
步骤430,获取针对所述产品库中的产品的产品订单数据并进行输出。Step 430: Obtain and output product order data for products in the product library.
其中,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,所述差异化消费条件为响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求而确定的。The product order data includes merchant settlement parameters matching the differentiated consumption conditions, and the differentiated consumption conditions are determined in response to receiving a user's product information acquisition request or a user's transaction request for the product.
在线上平台(如O2O平台)生成产品订单数据之后,线上平台将产品订单数据发送给商家侧设备,商家侧设备接收针对所述产品库中的产品的产品订单数据并进行输出。或者,商家侧设备定期调用线上平台的接口,读取线上平台生成的产品订单数据。After the online platform (such as the O2O platform) generates the product order data, the online platform sends the product order data to the merchant-side device, and the merchant-side device receives and outputs the product order data for the products in the product library. Or, the merchant-side device periodically calls the interface of the online platform to read the product order data generated by the online platform.
线上平台生成产品订单数据的具体实施方式参见实施例一,本实施例不再赘述。For a specific implementation manner of generating product order data on the online platform, refer to the first embodiment, which will not be repeated in this embodiment.
在本申请的一些实施例中,所述方法还包括:获取用户针对所述目标产品发出消费请求,以及发出所述消费请求时的请求消费时间;根据匹配所述差异化消费条件的商家结算参数,确定所述差异化消费条件是否包括时间维度上具有差异的消费条件;响应于所述差异化消费条件包括时间维度上具有差异的消费条件,获取接收到所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件,然后,根据所述产品交易时间与所述请求消费时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。In some embodiments of the present application, the method further includes: obtaining a consumption request issued by the user for the target product and the requested consumption time when the consumption request is issued; and according to merchant settlement parameters matching the differentiated consumption conditions , Determine whether the differentiated consumption conditions include consumption conditions with differences in the time dimension; in response to the differentiated consumption conditions including consumption conditions with differences in the time dimension, obtain the product transaction time for which the transaction request is received, and Determine the differentiated consumption conditions that the user meets according to the target product targeted by the transaction request, and then determine the user according to the difference between the product transaction time and the requested consumption time, and the differentiated consumption conditions that the user meets Whether there is permission to consume the target product when the consumption time is requested.
以目标产品为门票举例,当用户想使用通过线上平台购买的门票时,商家侧设备将获取到用户针对所述门票发出消费请求,并进一步获取发出所述消费请求时的请求消费时间。之后,根据产品订单数据中的商家结算参数确 定该门票的使用当根据所述门票的与所述商家结算参数匹配的差异化消费条件是否包括时间维度上具有差异的消费条件,例如,确定所述商家结算参数中是否有“早订优惠”这一差异化消费条件的标识,或者,确定所述商家结算参数是否匹配“早订优惠”这一差异化消费条件的佣金。在确定所述差异化消费条件包括时间维度上具有差异的消费条件时,商家侧设备进一步获取接收到购买所述门票的所述交易请求的产品交易时间(例如产品订单数据中的订单时间),并根据所述交易请求针对的该门票确定用户所符合的差异化消费条件。具体实施时,可以通过所述产品库中的产品信息确定该门票的消费条件标签,并根据消费条件标签得到用户所符合的差异化消费条件;还可以在产品订单数据中记录用户在购买该门票时所符合的差异化消费条件。最后,计算所述产品交易时间与所述请求消费时间之间的时间差,如果的时间差与用户所符合的差异化消费条件匹配,则确定用户在所述请求消费时间时有权限使用该门票;否则,确定用户在所述请求消费时间时无权限使用该门票。Taking a target product as an example of a ticket, when a user wants to use a ticket purchased through an online platform, the merchant-side device will obtain a consumption request issued by the user for the ticket, and further obtain the requested consumption time when the consumption request is issued. After that, the use of the ticket is determined according to the merchant settlement parameter in the product order data according to whether the differentiated consumption condition of the ticket that matches the merchant settlement parameter includes a consumption condition that has a difference in the time dimension, for example, determining the Whether there is an identifier of the differentiated consumption condition of "early booking discount" in the merchant settlement parameter, or whether the merchant settlement parameter matches the commission of the differentiated consumption condition of "early booking discount". When it is determined that the differentiated consumption conditions include consumption conditions with differences in the time dimension, the merchant-side device further obtains the product transaction time (for example, the order time in the product order data) when the transaction request to purchase the ticket is received, And determine the differentiated consumption conditions that the user meets according to the ticket targeted by the transaction request. During specific implementation, the consumption condition label of the ticket can be determined through the product information in the product library, and the differentiated consumption conditions that the user meets can be obtained according to the consumption condition label; it can also be recorded in the product order data that the user is purchasing the ticket The differentiated consumption conditions that meet the time. Finally, calculate the time difference between the product transaction time and the requested consumption time. If the time difference matches the differentiated consumption conditions that the user meets, it is determined that the user has the right to use the ticket when the requested consumption time is reached; otherwise , It is determined that the user does not have the right to use the ticket when the time is requested.
通过基于差异化消费条件对订单进行有效性验证,避免由于引入差异化消费条件,从而构建的具备不同产品标签的产品被使用到不匹配的场景中,从而造成产品供应方或O2O平台的资源损失。例如,用户以较低的售卖价格购买的早订优惠场景下的门票,但是,将其在随买随用场景中使用,将导致门票供应方产生经济损失。在商家侧设备实现目标产品消费权限的验证,可以提升验证效率,避免网络不畅导致无法验证情况的发生。By verifying the effectiveness of orders based on differentiated consumption conditions, it is avoided that products with different product labels built by introducing differentiated consumption conditions are used in unmatched scenarios, which will cause resource loss to the product supplier or O2O platform . For example, a user buys tickets in an early-book discount scenario at a lower selling price, but using them in a buy-as-you-go scenario will cause economic losses to the ticket supplier. Realizing the verification of the consumption authority of the target product on the merchant side device can improve the verification efficiency and avoid the occurrence of unverified situations caused by poor network.
实施例五Example five
本实施例中将参照图5所示的O2O平台,进一步阐述本申请的产品数据处理方法。In this embodiment, referring to the O2O platform shown in FIG. 5, the product data processing method of the present application will be further explained.
所述O2O平台包括查询系统510、产品管理系统520(本申请实施例中也称作“产品管理平台”)、订单生成系统530,其中,查询系统510还包括用户客户端5101,用户通过电子设备运行用户客户端5101,并通过所述用户客户端5101访问查询系统510,以生成产品信息获取请求或交易请求。所述用户客户端5101还用于根据所述产品信息获取请求或交易请求确定差异化消费条件。所述产品管理系统520用于构建和存储产品库,以及根据所述产品信息获取请求或交易请求确定与所述产品信息获取请求或交易请求匹配的候选产品,以及,执行产品的消费条件标签与差异化消费条件的匹配操作,并输出目标产品及所述目标产品的相关信息。The O2O platform includes a query system 510, a product management system 520 (also referred to as a "product management platform" in the embodiment of this application), and an order generation system 530. The query system 510 also includes a user client terminal 5101. The user uses an electronic device Run the user client 5101, and access the query system 510 through the user client 5101 to generate a product information acquisition request or a transaction request. The user client 5101 is also used to determine differentiated consumption conditions according to the product information acquisition request or transaction request. The product management system 520 is used to construct and store a product library, and to determine candidate products that match the product information acquisition request or transaction request according to the product information acquisition request or transaction request, and execute the consumption condition label of the product and The matching operation of differentiated consumption conditions, and output the target product and related information of the target product.
所述用户客户端5101还用于检测用户的下单操作,并通知所述订单生成系统530,生成产品订单数据并存储所述产品订单数据。The user client 5101 is also used to detect the user's ordering operation, and notify the order generation system 530 to generate product order data and store the product order data.
在本申请的一些实施例中,所述订单生成系统530还可以直接生成产品信息获取请求或交易请求,并确定差异化消费条件,然后,将所述产品信息获取请求或交易请求发送至所述产品管理系统520。In some embodiments of the present application, the order generation system 530 may also directly generate a product information acquisition request or a transaction request, and determine differentiated consumption conditions, and then send the product information acquisition request or transaction request to the Product management system 520.
现有技术中的产品数据处理方法,仅从用户输入的关键词、品类条件等搜索信息维度进行产品搜索,召回的产品与用户的访问场景没有紧密关联,因此,平台和产品供应商无法从访问场景角度对用户搜索或下单过程进行优化。本申请通过在预先构建产品库时,为每个产品构建消费条件标签,并根据用户的访问行为确定差异化消费条件信息,之后,基于产品的消费条件标签标签和所述差异化消费条件的匹配结进行产品信息展示,使得展示给用户的产品与用户的访问行为的场景紧密耦合,匹配用户需求,有助于提升通过平台生成订单的效率。The product data processing method in the prior art only conducts product search from the search information dimensions such as keywords and category conditions entered by the user. The recalled product is not closely related to the user's access scenario. Therefore, the platform and product suppliers cannot access The scene angle optimizes the user search or order process. This application constructs a consumer condition label for each product when building a product library in advance, and determines differentiated consumer condition information according to the user's visit behavior, and then, based on the matching of the consumer condition label label of the product and the differentiated consumer condition The product information display is integrated, so that the product displayed to the user is closely coupled with the user's visit behavior scene, matching user needs, and helping to improve the efficiency of generating orders through the platform.
并且,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,能够实现对平台在交易中所起作用进行更加准确的量化和处理,进而能够准确地评估O2O平台在交易中所起作用。In addition, the product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the role of the platform in the transaction, and thereby accurately evaluate the effect of the O2O platform in the transaction. effect.
可选的,如图5所示,所述O2O平台还包括:订单验证系统540,用于判断用户在所述请求消费时间时是否有权限消费所述目标产品。Optionally, as shown in FIG. 5, the O2O platform further includes: an order verification system 540 for determining whether the user has the authority to consume the target product when the consumption time is requested.
通过基于差异化消费条件对订单进行有效性验证,避免由于引入差异化消费条件,从而构建的具备不同产品标签的产品被使用到不匹配的场景中,从而造成产品供应方或O2O平台的资源损失。例如,用户以较低的售卖价格购买的早订优惠场景下的门票,但是,将其在随买随用场景中使用,将导致门票供应方产生经济损失。By verifying the effectiveness of orders based on differentiated consumption conditions, it is avoided that products with different product labels built by introducing differentiated consumption conditions are used in unmatched scenarios, which will cause resource loss to the product supplier or O2O platform . For example, a user buys tickets in an early-book discount scenario at a lower selling price, but using them in a buy-as-you-go scenario will cause economic losses to the ticket supplier.
可选的,如图5所示,所述O2O平台还包括:订单分析系统550,用于对订单数据进行差异化消费条件相关性分析和运用。例如,根据存储的所述产品订单数据中的差异化消费条件,确定每条产品订单数据的平台效率运算参数;基于所述平台效率运算参数,计算与差异化消费条件关联的平台订单生成效率。Optionally, as shown in FIG. 5, the O2O platform further includes: an order analysis system 550, which is used to analyze and use the correlation analysis of differentiated consumption conditions on order data. For example, according to the differentiated consumption conditions in the stored product order data, the platform efficiency calculation parameters of each product order data are determined; based on the platform efficiency calculation parameters, the platform order generation efficiency associated with the differentiated consumption conditions is calculated.
实施例六Example Six
下面结合图6详细说明本申请获取产品获取请求至展示产品信息的步骤的具体实施方式。The following describes in detail the specific implementation manner of the steps from obtaining the product acquisition request to displaying product information in this application with reference to FIG. 6.
本实施例公开的一种供货方法,如图6所示,该方法包括:步骤610至 步骤630。A supply method disclosed in this embodiment, as shown in FIG. 6, the method includes: step 610 to step 630.
参照图6,示出了本申请实施例提供的一种供货方法的步骤流程图,该供货方法可以应用于产品管理平台,具体可以包括如下步骤:Referring to Fig. 6, there is shown a step flow chart of a supply method provided by an embodiment of the present application. The supply method may be applied to a product management platform, and may specifically include the following steps:
步骤610:在接收到用户执行的产品获取请求时,获取与所述用户关联的用户属性信息。Step 610: Upon receiving the product acquisition request executed by the user, acquire user attribute information associated with the user.
在本申请实施例中,产品管理平台可以为OTA系统、购物平台等等,本申请实施例对此不加以限制。In the embodiment of the present application, the product management platform may be an OTA system, a shopping platform, etc., which is not limited in the embodiment of the present application.
本申请实施例可以应用于根据用户关联的场景为用户提供相应的产品的场景。The embodiments of the present application can be applied to a scenario where a user is provided with a corresponding product according to a scenario associated with the user.
产品获取请求是指用户通过指定终端访问产品管理平台,通过产品管理平台的用户客户端浏览、查询、购买商品、旅游景点门票、服务等产品的过程中,执行的访问产品的操作所产生的产品获取请求。例如,在用户选择指定商品时,点击相应界面内的“购买”按钮所触发的请求。The product acquisition request refers to the product generated by the operation of accessing the product when the user accesses the product management platform through the designated terminal, browses, inquires, purchases products, tourist attraction tickets, services and other products through the user client of the product management platform Get the request. For example, when the user selects a specified product, he clicks the request triggered by the "buy" button in the corresponding interface.
所述产品获取请求可以为用户的主动行为产生的产品获取请求,如用户对产品的主动搜索或点击行为产生的产品获取请求;也可能为产品管理平台内至用户触达策略执行代码产生的产品获取请求,如产品管理平台对应的用户客户端在用户登陆之后,根据用户画像信息,主动为用户推送产品时,生成的产品获取请求。The product acquisition request may be a product acquisition request generated by the user's active behavior, such as a product acquisition request generated by the user's active search or click behavior of the product; it may also be a product generated by the execution code of the user's reach strategy within the product management platform An acquisition request, such as a product acquisition request generated when the user client corresponding to the product management platform actively pushes the product for the user after the user logs in, according to the user portrait information.
当然,产品获取请求还可以为语音形式的请求,通过对用户输入的语音进行解析,并根据解析结果生成相应的产品获取请求。Of course, the product acquisition request can also be a request in the form of voice. The voice input by the user is parsed, and a corresponding product acquisition request is generated according to the analysis result.
在具体实现中,本领域技术人员还可以设置其它形式的产品获取请求,具体地,可以根据实际情况而定,本申请实施例对此不加以限制。In specific implementation, those skilled in the art may also set other forms of product acquisition requests, specifically, it may be determined according to actual conditions, and the embodiments of the present application do not limit this.
指定终端可以为移动终端,如手机、PAD(Portable Android Device,平板电脑)等移动电子设备,也可以为PC(Personal Computer,个人计算机)端,如台式电脑、笔记本电脑等。The designated terminal can be a mobile terminal, such as a mobile electronic device such as a mobile phone, a Pad (Portable Android Device, tablet computer), or a PC (Personal Computer, personal computer) terminal, such as a desktop computer, a notebook computer, etc.
而对于指定终端具体类型可以根据实际情况而定,本申请实施例对此也不加以限制。The specific type of the designated terminal may be determined according to actual conditions, which is not limited in the embodiment of the present application.
用户属性信息可以包括位置属性信息、异地属性信息和交易行为属性信息等属性信息中的一种或多种。User attribute information may include one or more of attribute information such as location attribute information, off-site attribute information, and transaction behavior attribute information.
在产品管理平台可以预先设置监测程序,通过监测程序可以实时监测用户触发的产品获取请求。A monitoring program can be set in the product management platform in advance, and the product acquisition request triggered by the user can be monitored in real time through the monitoring program.
在接收到用户执行的产品获取请求之后,可以获取与用户关联的用户属 性信息。After receiving the product acquisition request executed by the user, the user attribute information associated with the user can be acquired.
对于上述三种用户属性信息的获取方式可以参照下述优选实施例的方案进行。For the above three ways of obtaining user attribute information, refer to the solution of the following preferred embodiment.
在用户属性信息为位置属性信息时,获取用户属性信息的方式可以按照如下步骤进行。When the user attribute information is location attribute information, the method of obtaining user attribute information can be performed according to the following steps.
在本申请的一种优选实施例中,上述步骤610可以包括:In a preferred embodiment of the present application, the foregoing step 610 may include:
子步骤A1:获取所述产品获取请求对应的产品供应方的第一位置信息,及所述用户当前所处的第二位置信息。Sub-step A1: Obtain the first location information of the product supplier corresponding to the product acquisition request, and the second location information where the user is currently located.
在本申请实施例中,产品获取请求对应的产品供应方是指用户所请求产品的产品供应方(如产品供货商、门店等),例如,用户想要从A门店购买某一产品时,可以点击该产品对应的购买按钮以生成产品获取请求,而该产品获取请求对应的产品供应方即为A门店。In the embodiment of this application, the product supplier corresponding to the product acquisition request refers to the product supplier of the product requested by the user (such as product supplier, store, etc.). For example, when the user wants to purchase a product from store A, You can click the purchase button corresponding to the product to generate a product acquisition request, and the product supplier corresponding to the product acquisition request is store A.
第一位置信息是指产品获取请求所对应的产品供应方的位置信息,例如,在产品供应方的为B景点时,则第一位置信息即为B景点所处的位置信息,如“北京市xxx区xxx街道xxx号”等。The first location information refers to the location information of the product supplier corresponding to the product acquisition request. For example, when the product supplier is the B scenic spot, the first location information is the location information of the B scenic spot, such as "Beijing xxx district xxx street xxx number" etc.
第二位置信息是指用户发起产品获取请求时所处的位置信息,也即用户操作指定终端发起产品获取请求时的位置信息,例如,用户使用手机在位置C处发起产品获取请求,则第二位置信息即为位置C。The second location information refers to the location information when the user initiates the product acquisition request, that is, the location information when the user operates the designated terminal to initiate the product acquisition request. For example, if the user initiates the product acquisition request at location C using a mobile phone, the second The location information is location C.
可以理解地,上述示例仅是为了更好地理解本申请实施例的技术方案而列举的示例,不作为对本申请实施例的唯一限制。It is understandable that the foregoing examples are only examples for better understanding of the technical solutions of the embodiments of the present application, and are not intended as the only limitation to the embodiments of the present application.
当然,在产品供应方在产品管理平台注册并提供产品信息时,通常产品管理方会填写产品供应方的详细信息,如产品类型、各类产品的价格、供应方地址等等。Of course, when the product supplier registers on the product management platform and provides product information, the product management party usually fills in the detailed information of the product supplier, such as product type, price of various products, supplier address and so on.
在获取第一位置信息时,可以依据产品管理平台预先保存的与产品供应方对应的信息中获取产品供应方的第一位置信息。When obtaining the first location information, the first location information of the product supplier may be obtained according to the information corresponding to the product supplier stored in advance by the product management platform.
而对于用户的第二位置信息的获取可以按照下述步骤进行。The acquisition of the user's second location information can be performed according to the following steps.
在本申请的另一种优选实施例中,上述子步骤A1可以包括:In another preferred embodiment of the present application, the above sub-step A1 may include:
子步骤A1-1:向所述用户操作的终端发送位置鉴权请求。Sub-step A1-1: Send a location authentication request to the terminal operated by the user.
本申请实施例中,用户操作的终端是指用户发起产品获取请求时所使用的终端,可以为移动终端,也可以为PC端,具体地,可以根据实际情况而定。In the embodiments of the present application, the terminal operated by the user refers to the terminal used when the user initiates the product acquisition request, which may be a mobile terminal or a PC terminal, specifically, it may be determined according to actual conditions.
位置鉴权请求是指用于产品管理平台指示用户进行位置共享的鉴权请 求,在用户接受平台发送的位置鉴权请求之后,产品管理平台即可以获取用户操作的终端当前所处的位置。The location authentication request refers to an authentication request used by the product management platform to instruct users to share location. After the user accepts the location authentication request sent by the platform, the product management platform can obtain the current location of the terminal operated by the user.
在接收到用户执行的产品获取请求时,产品管理平台可以向用户操作的终端发送位置鉴权请求。Upon receiving the product acquisition request executed by the user, the product management platform may send a location authentication request to the terminal operated by the user.
在向用户操作的终端发送位置鉴权请求之后,执行子步骤A1-2。After sending the location authentication request to the terminal operated by the user, sub-step A1-2 is performed.
子步骤A1-2:在所述位置鉴权请求鉴权成功后,获取所述终端当前所处的第二位置信息。Sub-step A1-2: After the location authentication request is successfully authenticated, obtain the second location information where the terminal is currently located.
在终端接收到位置鉴权请求之后,可以在终端显示屏幕上展示位置鉴权请求,在用户不接受产品管理平台发送的位置鉴权请求时,表示位置鉴权请求鉴权未成功,即用户不会向产品管理平台共享用户操作的终端的位置信息,对于此种方案,本申请实施例不作考虑。After the terminal receives the location authentication request, it can display the location authentication request on the terminal display screen. When the user does not accept the location authentication request sent by the product management platform, it means that the authentication of the location authentication request is not successful, that is, the user does not The location information of the terminal operated by the user will be shared with the product management platform. For such a solution, this embodiment of the application does not consider it.
而在用户接受产品管理平台发送的位置鉴权请求时,表示位置鉴权请求鉴权成功,即用户可以向产品管理平台共享用户操作的终端(也即用户)的位置信息。When the user accepts the location authentication request sent by the product management platform, it indicates that the location authentication request is successfully authenticated, that is, the user can share the location information of the terminal (ie, the user) operated by the user with the product management platform.
在位置鉴权请求鉴权成功之后,产品管理平台可以获取终端当前所处的第二位置信息,即用户当前所处的第二位置信息。After the location authentication request is successfully authenticated, the product management platform can obtain the second location information where the terminal is currently located, that is, the second location information where the user is currently located.
可以理解地,上述获取第二位置信息的方式是为了更好地理解本申请实施例的方案而列举的一种方案,现有技术中任何一种能够使得产品管理平台可以获取用户当前所处的第二位置信息的方法均可以应用于本申请实施例,本申请实施例在此不再加以一一赘述。Understandably, the above-mentioned method of obtaining the second location information is a solution listed in order to better understand the solutions of the embodiments of the present application. Any of the existing technologies can enable the product management platform to obtain the current location of the user. The methods of the second location information can all be applied to the embodiments of the present application, and the embodiments of the present application will not be repeated here.
在获取第一位置信息和第二位置信息之后,执行子步骤A2。After obtaining the first position information and the second position information, sub-step A2 is performed.
子步骤A2:依据所述第一位置信息和所述第二位置信息,计算得到所述用户与所述产品管理方之间的间隔距离。Sub-step A2: calculate the separation distance between the user and the product manager based on the first location information and the second location information.
间隔距离是指产品供应方与用户之间的相隔距离。The separation distance refers to the distance between the product supplier and the user.
第一位置信息和第二位置信息通常所指的是经纬度信息,而在获取第一位置信息和第二位置信息之后,可以根据第一位置信息和第二位置信息计算得到用户与产品管理方之间的间隔距离。The first location information and the second location information usually refer to the longitude and latitude information. After the first location information and the second location information are obtained, the relationship between the user and the product manager can be calculated based on the first location information and the second location information. The separation distance between.
在计算得到间隔距离之后,执行子步骤A3。After the separation distance is calculated, sub-step A3 is performed.
子步骤A3:依据所述间隔距离,确定所述用户的位置属性信息。Sub-step A3: Determine the location attribute information of the user according to the separation distance.
在本申请实施例中,位置属性信息可以包括近场属性和远场属性,近场属性和远场属性是指在用户与产品供应方在同一地域范围内时,用户与产品供应方的距离远近属性,例如,在用户与产品供应方的间隔距离在100m范 围内时,表示位置属性信息即为近场属性,而在用户与产品供应方的间隔距离在100m范围外时,表示位置属性信息即为远场属性。In the embodiment of the present application, the location attribute information may include near-field attributes and far-field attributes. The near-field attributes and far-field attributes refer to the distance between the user and the product supplier when the user and the product supplier are in the same geographic area. Attributes, for example, when the separation distance between the user and the product supplier is within 100m, the location attribute information is the near field attribute, and when the separation distance between the user and the product supplier is outside the 100m range, the location attribute information is It is the far-field attribute.
可以理解地,上述示例是为了更好地理解本申请实施例的技术方案而列举的示例,不作为对本申请实施例的唯一限制。It is understandable that the foregoing examples are listed for a better understanding of the technical solutions of the embodiments of the present application, and are not the only limitation to the embodiments of the present application.
目标位置属性是指基于用户与产品获取请求对应的产品供应方间的间隔距离,而确定的与用户关联的位置属性信息。The target location attribute refers to the location attribute information associated with the user determined based on the separation distance between the user and the product supplier corresponding to the product acquisition request.
在计算得到用户与产品供应方之间的间隔距离之后,可以间隔距离与预先设置的距离阈值进行比较,在间隔距离大于距离阈值时,与用户关联的位置属性信息即为远场属性,而在间隔距离小于等于距离阈值时,与用户关联的位置属性信息即为近场属性。After the separation distance between the user and the product supplier is calculated, the separation distance can be compared with the preset distance threshold. When the separation distance is greater than the distance threshold, the location attribute information associated with the user is the far-field attribute. When the separation distance is less than or equal to the distance threshold, the location attribute information associated with the user is the near field attribute.
当然,距离阈值可以是由研发人员根据经验预先设置的值,距离阈值可以为100m、200m等,例如,对于景区而言,可以为景区绘制围栏数据,结合用户定位信息,即可计算用户是否在园内以及与景区围栏的最近距离,从而精确判断用户近远场属性。Of course, the distance threshold can be a value preset by the R&D personnel based on experience. The distance threshold can be 100m, 200m, etc. For example, for scenic spots, fence data can be drawn for scenic spots, combined with user positioning information, you can calculate whether the user is in The closest distance between the park and the fence of the scenic spot, so as to accurately judge the user's near and far field attributes.
对于距离阈值设置可以根据实际情况而定,本申请实施例对此不加以限制。The distance threshold setting may be determined according to actual conditions, which is not limited in the embodiment of the present application.
在用户属性信息为异地属性信息时,获取用户属性信息的方式可以按照如下步骤进行。When the user attribute information is remote attribute information, the method of obtaining user attribute information can be performed according to the following steps.
在本申请的一种优选实施例中,上述步骤610可以包括:In a preferred embodiment of the present application, the foregoing step 610 may include:
子步骤B1:获取与所述用户关联的历史交易信息。Sub-step B1: Obtain historical transaction information associated with the user.
本申请实施例中,历史交易信息是指用户在产品管理平台已完成的交易数据信息,例如,用户在产品管理平台购买商品的信息、退货信息、收货地址信息等等。In the embodiments of this application, historical transaction information refers to the transaction data information that the user has completed on the product management platform, for example, the information about the product purchased by the user on the product management platform, return information, and delivery address information.
通常情况下,产品管理平台可以保存用户一个月甚至更长时间内,在产品管理平台内完成的交易记录信息,通过交易记录信息,可以获取与用户关联的历史交易信息。Under normal circumstances, the product management platform can save the user's transaction record information completed in the product management platform for a month or even longer. Through the transaction record information, the historical transaction information associated with the user can be obtained.
在获取与用户关联的历史交易信息之后,执行子步骤B2。After obtaining historical transaction information associated with the user, sub-step B2 is performed.
子步骤B2:依据所述历史交易信息,确定所述用户的用户画像信息。Sub-step B2: Determine the user profile information of the user according to the historical transaction information.
子步骤B3:依据所述用户画像信息,确定所述用户的常驻区域信息。Sub-step B3: Determine the resident area information of the user according to the user portrait information.
用户画像信息为描述用户身份属性及产品偏好的信息,是对用户信息全貌进行刻画,包括:用户性别、年龄、星座等静态身份属性信息,还包括根据用户的历史行为日志分析,抽象得到的动态信息,如用户常驻城市、用户 的类别偏好、价格偏好等产品偏好信息。User portrait information is information describing user identity attributes and product preferences. It depicts the full picture of user information, including static identity attribute information such as user gender, age, constellation, etc., and also includes dynamic abstracts obtained based on user historical behavior log analysis Information, such as the user's resident city, user's category preference, price preference and other product preference information.
在根据与用户关联的历史交易,确定用户的用户画像信息之后,可以根据用户画像信息,确定用户的常驻区域信息,即用户常驻城市。After determining the user portrait information of the user based on historical transactions associated with the user, the user's resident area information, that is, the user's resident city, can be determined based on the user portrait information.
在确定用户的常驻区域信息之后,执行子步骤B4。After determining the user's resident area information, sub-step B4 is performed.
子步骤B4:依据所述常驻区域信息,获取与所述用户对应的异地属性信息。Sub-step B4: According to the resident area information, obtain remote attribute information corresponding to the user.
在本申请实施例中,异地属性信息可以包括异地属性和本地属性两种,例如,在产品供应方所处区域为D城市,而用户常驻区域为D城市时,表示用户与产品供应方处于同一城市,则用户的异地属性信息即为本地属性;而在产品供应方所处区域为D城市,而用户常驻区域为F城市时,表示用户与产品供应方处于不同的城市,则用户的异地属性信息即为异地属性。In this embodiment of the application, the remote attribute information may include both remote attributes and local attributes. For example, when the product supplier is located in city D and the user's resident area is city D, it means that the user and the product supplier are in In the same city, the user’s remote attribute information is the local attribute; when the product supplier is located in city D and the user’s resident area is in city F, it means that the user and the product supplier are in different cities, and the user’s The remote attribute information is the remote attribute.
可以理解地,上述示例仅是为了更好地理解本申请实施例的技术方案而列举的示例,不作为对本申请实施例的唯一限制。It is understandable that the foregoing examples are only examples for better understanding of the technical solutions of the embodiments of the present application, and are not intended as the only limitation to the embodiments of the present application.
在获取用户的常驻区域信息之后,可以将用户的常驻区域信息和产品获取请求对应的产品供应方所处的区域进行比较,在二者匹配时,则表示用户的常驻区域与产品供应方处于同一区域,即用户的异地属性信息即为本地属性。After obtaining the user's resident area information, the user's resident area information can be compared with the area where the product supplier corresponding to the product acquisition request is located. When the two match, it means the user's resident area and product supply The party is in the same area, that is, the user's remote attribute information is the local attribute.
而在二者不匹配时,则表示用户的常驻区域与产品供应方处于不同的区域,即用户的异地属性信息即为异地属性。When the two do not match, it means that the user's resident area and the product supplier are in different areas, that is, the user's remote attribute information is the remote attribute.
在用户属性信息为交易行为属性信息时,获取用户属性信息的方式可以按照如下步骤进行。When the user attribute information is transaction behavior attribute information, the method of obtaining user attribute information can be performed according to the following steps.
在本申请的一种优选实施例中,上述步骤610可以包括:In a preferred embodiment of the present application, the foregoing step 610 may include:
子步骤C1:从所述历史交易信息中获取与所述产品获取请求对应的产品供应方的目标历史交易信息。Sub-step C1: Obtain the target historical transaction information of the product supplier corresponding to the product acquisition request from the historical transaction information.
子步骤C2:依据所述目标历史交易信息,确定与所述用户对应的交易行为属性信息。Sub-step C2: Determine transaction behavior attribute information corresponding to the user according to the target historical transaction information.
在本申请实施例中,目标历史交易信息是指用户在产品供应方处所完成的交易信息,例如,产品供应方为门店K,用户在门店K完成交易信息包括购买商品A、购买商品C,则目标历史交易信息即为购买商品A、购买商品C的信息。In the embodiment of this application, the target historical transaction information refers to the transaction information completed by the user at the product supplier. For example, the product supplier is store K, and the transaction information completed by the user at store K includes purchase of product A and purchase of product C, then The target historical transaction information is the information of the purchased commodity A and the purchased commodity C.
交易行为属性信息是指用于反映用户是否为产品供应方的新老客户的属性,即交易行为属性信息可以包括新客户属性和老客户属性,例如,用户 之前从未在产品供应方购买过产品,交易行为属性信息即为新客户属性,而在用户此前已经在产品供应方购买过产品时,则对应的交易行为属性信息即为老客户属性。Transaction behavior attribute information refers to the attributes used to reflect whether the user is a new or old customer of the product supplier, that is, the transaction behavior attribute information can include new customer attributes and old customer attributes, for example, the user has never purchased a product from the product supplier before , The transaction attribute information is the new customer attribute, and when the user has previously purchased the product from the product supplier, the corresponding transaction attribute information is the old customer attribute.
可以理解地,上述示例仅是为了更好地理解本申请实施例的技术方案而列举的示例,不作为对本申请实施例的唯一限制。It is understandable that the foregoing examples are only examples for better understanding of the technical solutions of the embodiments of the present application, and are not intended as the only limitation to the embodiments of the present application.
在从历史交易信息中获取与产品获取请求对应的产品供应方的目标历史交易信息之后,可以根据目标历史交易信息,确定与用户对应的交易行为属性信息,例如,在目标历史交易信息的记录为空值时,表示用户不曾在产品供应方处购买过产品,即与用户对应的交易行为属性信息即为新客户属性;而在目标历史交易信息的记录为一条或多条交易信息时,表示用户曾经在产品供应方处购买过产品,即与用户对应的交易行为属性信息即为老客户属性。After obtaining the target historical transaction information of the product supplier corresponding to the product acquisition request from the historical transaction information, the transaction attribute information corresponding to the user can be determined according to the target historical transaction information. For example, the target historical transaction information is recorded as When the value is empty, it means that the user has never purchased a product from the product supplier, that is, the transaction attribute information corresponding to the user is the new customer attribute; and when the target historical transaction information record is one or more transaction information, it means the user Once the product has been purchased from the product supplier, the transaction attribute information corresponding to the user is the old customer attribute.
在实际应用中,还可以增加其它用户属性信息,对此可以根据实际情况而定,本申请实施例对此不加以限制。In practical applications, other user attribute information may also be added, which may be determined according to actual conditions, which is not limited in the embodiment of the present application.
当然,在具体实现中,针对老客户属性,还可以根据用户在产品供应方处购买产品的次数进行不同等级的划分,具体地划分方式可以根据实际情况而定,本申请实施例在此不再加以一一赘述。Of course, in specific implementation, for the attributes of old customers, different levels can also be divided according to the number of times users purchase products from the product supplier. The specific division method can be determined according to actual conditions, and this embodiment of the application will not be omitted here. To repeat them one by one.
可以理解地,上述三种优选实施例是为了更好地理解本申请实施例的方案而列举的示例,在具体实现中,本领域技术人员还可以采用其它方式获取与用户关联的用户属性信息,本申请实施例对此不加以赘述。Understandably, the above three preferred embodiments are examples for a better understanding of the solutions of the embodiments of the present application. In specific implementation, those skilled in the art may also use other methods to obtain user attribute information associated with the user. This is not repeated in the embodiment of the application.
在接收到用户执行的产品获取请求时,获取与用户关联的用户属性信息之后,执行步骤620。When the product acquisition request executed by the user is received, after the user attribute information associated with the user is acquired, step 620 is executed.
步骤620:依据用户属性信息与产品标签的映射关系以及所请求的产品的属性信息,获取对应的目标产品信息。Step 620: Obtain corresponding target product information according to the mapping relationship between the user attribute information and the product label and the attribute information of the requested product.
在本申请实施例中,所请求的产品属性信息是指用户所要获取产品的产品属性,如对于门票,可以分为成人票、儿童票、半价票等,在用户需要购买成人票时,产品属性即为成人票;而对于品牌茶叶,可以分为低级、中级、高级、特级等,在用户需要购买中级茶叶时,产品属性即为中级茶叶等。In the embodiment of this application, the requested product attribute information refers to the product attribute of the product that the user wants to obtain. For example, tickets can be divided into adult tickets, child tickets, half-price tickets, etc. When the user needs to purchase adult tickets, the product attributes It is an adult ticket; for branded tea, it can be divided into low-grade, intermediate-grade, high-grade, special-grade, etc., when users need to purchase intermediate-grade tea, the product attribute is intermediate-grade tea, etc.
产品标签是指对应于不同种类的产品所提供的价格标签、是否可退换标签等等,例如,对于同一产品,可以向老客户属性的用户提供相对较低的价格标签,而对于新客户属性的用户提供相对较高的价格标签等;可以向近场属性的用户提供相对较低的价格标签,而对于远场属性的用户提供相对较高 的价格标签等等。Product labels refer to the price labels provided for different types of products, whether they are returnable labels, etc. For example, for the same product, users with old customer attributes can be provided with relatively low price labels, while for new customer attributes Users provide relatively high price tags; users with near-field attributes can be provided with relatively low price tags, and users with far-field attributes can be provided with relatively high price tags, and so on.
在产品管理平台可以预先保存属性信息与产品标签之间的映射关系,具体地,在产品管理平台可以以列表的形式保存上述映射关系,例如,对于产品A对应的映射关系,可以如下述表2所示:The product management platform can save the mapping relationship between the attribute information and the product label in advance. Specifically, the product management platform can save the above mapping relationship in the form of a list. For example, the mapping relationship corresponding to product A can be as shown in Table 2 below. Shown:
属性信息Attribute information 产品标签product label
近场属性Near field properties 价格95、可退Price 95, refundable
远场属性Far field properties 价格100、可退Price 100, refundable
异地属性Off-site attributes 价格120、不可退 Price 120, non-refundable
表2:属性信息与产品标签之间的映射关系Table 2: Mapping relationship between attribute information and product label
如上述表2所示,对于产品A而言,在用户属性信息为近场属性时,对应的产品标签为价格95、可退货;而在用户属性信息为远场属性时,对应的产品标签为价格100、可退货;而在用户属性信息为异地属性时,对应的产品标签为价格120、不可退等。As shown in Table 2 above, for product A, when the user attribute information is the near field attribute, the corresponding product label is 95, returnable; and when the user attribute information is the far field attribute, the corresponding product label is The price is 100, and the product can be returned; and when the user attribute information is a remote attribute, the corresponding product label is 120, non-refundable, etc.
当然,在产品管理平台还可以采用其它方式保存上述映射关系,如创建对应的映射关系数据库保存上述映射关系等,具体地,可以根据实际情况而定,本申请实施例对此不加以限制。Of course, the product management platform can also save the above-mentioned mapping relationship in other ways, such as creating a corresponding mapping relationship database to save the above-mentioned mapping relationship, etc. Specifically, it can be determined according to actual conditions, which is not limited in the embodiment of the present application.
可以理解地,上述示例仅是为了更好地理解本申请实施例的技术方案而列举的示例,不作为对本申请实施例的唯一限制。It is understandable that the foregoing examples are only examples for better understanding of the technical solutions of the embodiments of the present application, and are not intended as the only limitation to the embodiments of the present application.
在确定用户所请求产品的产品属性信息之后,可以获取到用户所需获取(即所要购买)的产品,例如,成人票,或中级C品牌茶叶等等。After the product attribute information of the product requested by the user is determined, the product that the user needs to obtain (that is, to purchase) can be obtained, for example, adult tickets, or intermediate C brand tea.
在确定用户所需获取的产品之后,进一步根据确定的产品,及属性信息与产品标签的映射关系,可以获取用户属性信息对应的目标产品标签(即与用户属性信息对应的产品标签),进而依据目标产品标签提供对应的目标产品标签的目标产品信息,例如,在确定产品为A时,可以根据用户属性信息获取对应的产品标签,如产品价格、产品是否可退等等,即产品A,价格:XX,是否可退:X等。After determining the product that the user needs to obtain, further based on the determined product and the mapping relationship between the attribute information and the product label, the target product label corresponding to the user attribute information (ie the product label corresponding to the user attribute information) can be obtained, and then based on The target product label provides the target product information of the corresponding target product label. For example, when the product is determined to be A, the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc., that is, product A, price : XX, can it be refunded: X etc.
本申请实施例通过区分不同场景的用户而提供不同价格标签和/或是否可退标签的产品,为用户提供不同的产品,可以提高商品系统(即产品管理平台)的灵活性,用户可以在商品系统中购买所需产品,进而提高了用户的使用体验。The embodiments of this application provide products with different price tags and/or returnable labels by distinguishing users in different scenarios, and provide users with different products, which can improve the flexibility of the product system (ie, product management platform). Purchasing the required products in the system improves the user experience.
当然,对应于上述提及三种用户属性信息,获取目标产品信息的过程可以如下述优选实施例的描述。Of course, corresponding to the aforementioned three types of user attribute information, the process of obtaining target product information can be as described in the following preferred embodiment.
在用户属性信息为位置属性信息时,上述步骤620可以包括:When the user attribute information is location attribute information, the foregoing step 620 may include:
子步骤S:依据位置属性信息与产品标签的映射关系以及所请求的产品属性信息,获取所述目标产品信息。Sub-step S: Obtain the target product information according to the mapping relationship between the location attribute information and the product label and the requested product attribute information.
本申请实施例中,在产品管理平台可以预先保存位置属性信息与产品标签之间的映射关系,可以理解地,对应于不同的产品具有不同的位置属性信息与产品标签间的映射关系,而对于同一类型产品的不同等级也可以具有不同的位置属性信息与产品标签间的映射关系,例如,对于门票而言,成人票可以对应有位置属性信息与产品标签之间的映射关系;而对于中级C牌茶叶而言,可以对应有相应的位置属性信息与产品标签之间的映射关系;而对于高级C牌茶叶而言,可以对应有相应的位置属性信息与产品标签之间的映射关系等等。In the embodiment of the present application, the mapping relationship between the location attribute information and the product label can be stored in the product management platform in advance. Understandably, different products have different mapping relationships between the location attribute information and the product label. Different levels of the same type of product can also have different mapping relationships between location attribute information and product tags. For example, for tickets, adult tickets can correspond to the mapping relationship between location attribute information and product tags; for intermediate C For brand tea, it can correspond to the mapping relationship between the corresponding location attribute information and the product label; for advanced brand C tea, it can correspond to the mapping relationship between the corresponding location attribute information and the product label, and so on.
而对于位置属性信息与产品标签之间的映射关系可以在产品管理平台以列表的形式保存,也可以以数据库的形式保存,具体地,可以根据实际情况而定,本申请实施例对此不加以限制。The mapping relationship between the location attribute information and the product label can be stored in the form of a list on the product management platform, or can be stored in the form of a database. Specifically, it can be determined according to the actual situation, which is not described in the embodiment of this application. limit.
在确定用户所请求产品的产品属性信息之后,可以获取到用户所需获取(即所要购买)的产品,例如,成人票,或中级C品牌茶叶等等。After the product attribute information of the product requested by the user is determined, the product that the user needs to obtain (that is, to purchase) can be obtained, for example, adult tickets, or intermediate C brand tea.
在确定用户所需获取的产品之后,进一步根据确定的产品,及位置属性信息与产品标签的映射关系,可以获取用户对应的位置属性信息对应的目标产品标签(即与位置属性信息对应的产品标签),进而依据目标产品标签提供对应的目标产品标签的目标产品信息,例如,在确定产品为B时,可以根据用户属性信息获取对应的产品标签,如产品价格、产品是否可退等等,即产品B,价格:XXX,是否可退:XX等。After determining the product that the user needs to obtain, further based on the determined product and the mapping relationship between the location attribute information and the product label, the target product label corresponding to the location attribute information corresponding to the user can be obtained (ie the product label corresponding to the location attribute information ), and then provide the target product information of the corresponding target product label according to the target product label. For example, when the product is determined to be B, the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc., that is Product B, price: XXX, refundable: XX, etc.
本申请实施例通过区分不同位置的用户而提供不同价格标签和/或是否可退标签的产品,为用户提供不同的产品,可以提高商品系统(即产品管理平台)的灵活性,用户可以在商品系统中购买所需产品,进而提高了用户的使用体验。The embodiments of this application provide products with different price tags and/or returnable labels by distinguishing users in different locations, and provide users with different products, which can improve the flexibility of the product system (ie, product management platform). Purchasing the required products in the system improves the user experience.
在用户属性信息为异地属性信息时,上述步骤620可以包括:When the user attribute information is remote attribute information, the foregoing step 620 may include:
子步骤M:依据异地属性信息与产品标签的映射关系以及所请求的产品属性信息,获取所述目标产品信息。Sub-step M: Obtain the target product information according to the mapping relationship between the off-site attribute information and the product label and the requested product attribute information.
本申请实施例中,在产品管理平台可以预先保存异地属性信息与产品标签之间的映射关系,可以理解地,对应于不同的产品具有不同的异地属性信息与产品标签间的映射关系,而对于同一类型产品的不同等级也可以具有不 同的异地属性信息与产品标签间的映射关系,例如,对于门票而言,成人票可以对应有异地属性信息与产品标签之间的映射关系;而对于中级C牌茶叶而言,可以对应有相应的异地属性信息与产品标签之间的映射关系;而对于高级C牌茶叶而言,可以对应有相应的异地属性信息与产品标签之间的映射关系等等。In the embodiment of this application, the product management platform can pre-store the mapping relationship between the off-site attribute information and the product label. It is understandable that different products have different mapping relationships between the off-site attribute information and the product label. Different levels of the same type of product can also have different mapping relationships between off-site attribute information and product labels. For example, for tickets, adult tickets can correspond to the mapping relationship between off-site attribute information and product labels; and for intermediate C For brand tea, it can correspond to the mapping relationship between the corresponding off-site attribute information and product label; for advanced brand C tea, it can correspond to the mapping relationship between the corresponding off-site attribute information and product label, and so on.
而对于异地属性信息与产品标签之间的映射关系可以在产品管理平台以列表的形式保存,也可以以数据库的形式保存,具体地,可以根据实际情况而定,本申请实施例对此不加以限制。The mapping relationship between the off-site attribute information and the product label can be stored in the form of a list on the product management platform, or in the form of a database. Specifically, it can be determined according to the actual situation, which is not included in the embodiment of this application. limit.
在确定用户所请求产品的产品属性信息之后,可以获取到用户所需获取(即所要购买)的产品,例如,成人票,或中级C品牌茶叶等等。After the product attribute information of the product requested by the user is determined, the product that the user needs to obtain (that is, to purchase) can be obtained, for example, adult tickets, or intermediate C brand tea.
在确定用户所需获取的产品之后,进一步根据确定的产品,及异地属性信息与产品标签的映射关系,可以获取用户对应的异地属性信息对应的目标产品标签(即与异地属性信息对应的产品标签),进而依据目标产品标签提供对应的目标产品标签的目标产品信息,例如,在确定产品为B时,可以根据用户属性信息获取对应的产品标签,如产品价格、产品是否可退等等,即产品B,价格:XXX,是否可退:XX等。After determining the product that the user needs to obtain, further based on the determined product and the mapping relationship between the off-site attribute information and the product label, the target product label corresponding to the off-site attribute information corresponding to the user can be obtained (ie the product label corresponding to the off-site attribute information ), and then provide the target product information of the corresponding target product label according to the target product label. For example, when the product is determined to be B, the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc., that is Product B, price: XXX, refundable: XX, etc.
本申请实施例通过区分不同区域的用户而提供不同价格标签和/或是否可退标签的产品,为用户提供不同的产品,可以提高商品系统(即产品管理平台)的灵活性,用户可以在商品系统中购买所需产品,进而提高了用户的使用体验。The embodiments of this application provide products with different price tags and/or returnable labels by distinguishing users in different regions, and provide users with different products, which can improve the flexibility of the product system (ie, product management platform). Purchasing the required products in the system improves the user experience.
在用户属性信息为交易行为属性信息时,上述步骤620可以包括:When the user attribute information is transaction behavior attribute information, the foregoing step 620 may include:
子步骤N:依据交易行为属性与产品标签的映射关系以及所请求的产品属性信息,获取所述目标产品信息。Sub-step N: Obtain the target product information according to the mapping relationship between the transaction behavior attribute and the product label and the requested product attribute information.
本申请实施例中,在产品管理平台可以预先保存交易行为属性信息与产品标签之间的映射关系,可以理解地,对应于不同的产品具有不同的交易行为属性信息与产品标签间的映射关系,而对于同一类型产品的不同等级也可以具有不同的交易行为属性信息与产品标签间的映射关系,例如,对于门票而言,成人票可以对应有交易行为属性信息与产品标签之间的映射关系;而对于中级C牌茶叶而言,可以对应有相应的交易行为属性信息与产品标签之间的映射关系;而对于高级C牌茶叶而言,可以对应有相应的交易行为属性信息与产品标签之间的映射关系等等。In the embodiment of the present application, the mapping relationship between the transaction behavior attribute information and the product label can be stored in the product management platform in advance. Understandably, different products have different mapping relationships between the transaction behavior attribute information and the product label. For different levels of the same type of product, there may also be different mapping relationships between transaction behavior attribute information and product labels. For example, for tickets, adult tickets may correspond to the mapping relationship between transaction behavior attribute information and product labels; For the intermediate brand C tea, it can correspond to the mapping relationship between the corresponding transaction behavior attribute information and the product label; for the advanced C brand tea, it can correspond to the corresponding transaction behavior attribute information and the product label. The mapping relationship and so on.
而对于交易行为属性信息与产品标签之间的映射关系可以在产品管理 平台以列表的形式保存,也可以以数据库的形式保存,具体地,可以根据实际情况而定,本申请实施例对此不加以限制。The mapping relationship between the transaction attribute information and the product label can be stored in the form of a list on the product management platform, or in the form of a database. Specifically, it can be determined according to the actual situation. Be restricted.
在确定用户所请求产品的产品属性信息之后,可以获取到用户所需获取(即所要购买)的产品,例如,成人票,或中级C品牌茶叶等等。After the product attribute information of the product requested by the user is determined, the product that the user needs to obtain (that is, to purchase) can be obtained, for example, adult tickets, or intermediate C brand tea.
在确定用户所需获取的产品之后,进一步根据确定的产品,及交易行为属性信息与产品标签的映射关系,可以获取用户对应的交易行为属性信息对应的目标产品标签(即与交易行为属性信息对应的产品标签),进而依据目标产品标签提供对应的目标产品标签的目标产品信息,例如,在确定产品为B时,可以根据用户属性信息获取对应的产品标签,如产品价格、产品是否可退等等,即产品B,价格:XXX,是否可退:XX等。After determining the product that the user needs to obtain, further based on the determined product and the mapping relationship between the transaction attribute information and the product label, the target product label corresponding to the transaction attribute information corresponding to the user can be obtained (that is, the target product label corresponding to the transaction attribute information Product label), and then provide the target product information corresponding to the target product label according to the target product label. For example, when the product is determined to be B, the corresponding product label can be obtained according to the user attribute information, such as product price, whether the product is refundable, etc. Etc., namely product B, price: XXX, refundable: XX, etc.
本申请实施例通过区分用户为新客户或老客户而提供不同价格标签和/或是否可退标签的产品,为用户提供不同的产品,可以提高商品系统(即产品管理平台)的灵活性,用户可以在商品系统中购买所需产品,进而提高了用户的使用体验。The embodiments of this application provide users with products with different price tags and/or returnable labels by distinguishing users as new customers or old customers, and provide users with different products, which can improve the flexibility of the commodity system (ie, product management platform). The required products can be purchased in the commodity system, thereby improving the user experience.
当然,在本申请实施例的另一种实现方式中,还可以结合上述三种用户属性信息中的两种属性信息,以获取目标产品信息,具体地,在产品管理平台可以预先保存任意两种用户属性信息与产品标签之间的映射关系,如位置属性信息与异地属性信息、或位置属性信息与交易行为属性信息、或异地属性信息与交易行为属性信息等,进而,根据相应的映射关系及获取的用户属性信息,获取对应的目标产品信息。Of course, in another implementation manner of the embodiment of the present application, two types of attribute information of the above three types of user attribute information can also be combined to obtain target product information. Specifically, any two types of attributes can be pre-stored in the product management platform The mapping relationship between user attribute information and product labels, such as location attribute information and off-site attribute information, or location attribute information and transaction behavior attribute information, or off-site attribute information and transaction behavior attribute information, etc., according to the corresponding mapping relationship and Obtain the user attribute information and obtain the corresponding target product information.
当然,也可以结合三种属性信息以获取目标产品信息,具体地,在产品管理平台可以预先保存三种用户属性信息与产品标签之间的映射关系,即位置属性信息、异地属性信息及交易行为属性信息与产品标签之间的映射关系,进而,根据相应的映射关系及获取的用户属性信息,获取对应的目标产品信息。Of course, three types of attribute information can also be combined to obtain target product information. Specifically, the product management platform can pre-store the mapping relationship between three types of user attribute information and product labels, namely, location attribute information, off-site attribute information, and transaction behavior The mapping relationship between the attribute information and the product label, and further, the corresponding target product information is obtained according to the corresponding mapping relationship and the obtained user attribute information.
对于上述两种或三种属性信息的结合,可以根据用户的场景提供相应价格和/或是否可退换的产品,提高了产品提供的灵活性,并且,对于本地长期使用用户可以节省部分价钱,提高了用户的使用体验。For the combination of the above two or three types of attribute information, products with corresponding prices and/or returnable products can be provided according to the user’s scenario, which improves the flexibility of product provision, and can save part of the price for local long-term users. Improve the user experience.
可以理解地,上述仅为本申请实施例提供的优选方案,在具体实现中,本领域技术人员还可以结合其它用户属性信息,以提供相应产品标签的产品,本申请实施例对此不再加以具体限定。It is understandable that the above are only the preferred solutions provided by the embodiments of this application. In specific implementations, those skilled in the art can also combine other user attribute information to provide products with corresponding product labels, which will not be described in this embodiment. Specific restrictions.
在依据属性信息与产品标签的映射关系以及所请求的产品属性信息,获 取对应的目标产品信息之后,执行步骤630。After obtaining the corresponding target product information according to the mapping relationship between the attribute information and the product label and the requested product attribute information, step 630 is executed.
步骤630:将所述目标产品信息展示给所述用户。Step 630: Display the target product information to the user.
在获取目标产品信息之后,可以将目标产品信息展示于用户操作的终端屏幕的显示界面,以供用户进行后续的选择购买操作。After obtaining the target product information, the target product information can be displayed on the display interface of the terminal screen operated by the user for the user to perform subsequent selection and purchase operations.
本申请实施例中,通过区分不同场景(远近场、是否异地、新老客户等)的用户而提供不同价格标签和/或是否可退标签的产品,为用户提供不同的产品,可以提高商品系统(即产品管理平台)的灵活性,用户可以在商品系统中购买所需产品,进而提高了用户的使用体验。In the embodiments of this application, products with different price tags and/or returnable tags are provided by distinguishing users in different scenarios (far and near field, whether they are different places, new and old customers, etc.) to provide users with different products, which can improve the commodity system (I.e. product management platform) flexibility, users can purchase required products in the commodity system, thereby improving the user experience.
本申请实施例提供的供货方法,通过在接收到用户执行的产品获取请求时,获取与用户关联的用户属性信息,依据属性信息与产品标签的映射关系,以及所请求的产品属性信息,获取对应的目标产品信息,并将目标产品信息展示给用户。本申请实施例通过区分与用户关联的用户属性信息,为用户提供不同的产品,可以提高商品系统(即产品管理平台)的灵活性,用户可以在商品系统中购买所需产品,进而提高了用户的使用体验。The supply method provided in the embodiments of the present application obtains user attribute information associated with the user when a product acquisition request executed by the user is received, and obtains the attribute information according to the mapping relationship between the attribute information and the product label, and the requested product attribute information Corresponding target product information, and display the target product information to the user. The embodiment of the application provides different products to users by distinguishing user attribute information associated with users, which can improve the flexibility of the commodity system (ie, product management platform). Users can purchase the required products in the commodity system, thereby increasing the user Experience.
实施例七Example Seven
本实施例公开的一种产品数据处理装置,如图7所示,所述装置包括:A product data processing device disclosed in this embodiment, as shown in FIG. 7, includes:
产品库获取模块710,用于获取记录产品和与每个所述产品对应的产品信息的产品库,所述产品信息包括:匹配预设差异化消费条件的消费条件标签;The product library obtaining module 710 is configured to obtain a product library that records products and product information corresponding to each of the products, the product information includes: a consumption condition label matching preset differentiated consumption conditions;
差异化消费条件确定模块720,用于响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件;The differentiated consumption condition determination module 720 is configured to determine the difference conforming to when the user sends the product information acquisition request or the transaction request in response to receiving the user's product information acquisition request or the user's transaction request for the product Oriented consumption conditions;
目标产品确定模块730,用于根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品;The target product determining module 730 is configured to determine, according to the consumption condition tag, a product in the product library that matches the differentiated consumption condition that the user meets and matches the product information acquisition request or the transaction request , As the target product;
产品订单数据生成模块740,用于在检测到所述用户针对所述目标产品执行下单操作之后,生成产品订单数据,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数。The product order data generating module 740 is configured to generate product order data after detecting that the user performs an order operation for the target product, the product order data including merchant settlement parameters matching the differentiated consumption conditions.
可选的,所述预设差异化消费条件包括在至少一个信息维度上具有差异的消费条件,所述信息维度包括:空间维度、时间维度或用户维度。Optionally, the preset differentiated consumption conditions include consumption conditions that have differences in at least one information dimension, and the information dimensions include: a space dimension, a time dimension, or a user dimension.
可选的,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:Optionally, the step of determining the differentiated consumption conditions that are met when the user sends the product information acquisition request or the transaction request includes:
根据所述产品信息获取请求或所述交易请求,确定与所述产品信息获取请求或所述交易请求相关联的用户的与所述信息维度对应的用户属性数据;Determining, according to the product information acquisition request or the transaction request, user attribute data corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request;
将所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签,映射为所述信息维度上的数值范围;Mapping the consumption condition tags of the products in the product library that match the product information acquisition request or the transaction request to a numerical range on the information dimension;
根据与所述信息维度对应的用户属性数据及所述数值范围,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件。According to the user attribute data corresponding to the information dimension and the numerical value range, a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request is determined.
可选的,若所述信息维度包括空间维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:Optionally, if the information dimension includes a spatial dimension, the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
获取所述产品信息获取请求或所述交易请求对应的产品的线下销售地的第一位置信息,及所述用户发送所述产品信息获取请求或所述交易请求时所处的第二位置信息;Obtain the first location information of the offline sales place of the product corresponding to the product information acquisition request or the transaction request, and the second location information where the user sends the product information acquisition request or the transaction request ;
依据所述第一位置信息和所述第二位置信息,计算得到所述用户与所述产品的线下销售地之间的间隔距离;According to the first location information and the second location information, the distance between the user and the offline sales place of the product is calculated;
依据所述间隔距离、所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签映射得到所述空间维度上的数值范围,确定所述用户发送所述产品信息获取请求或所述交易请求时所符合的差异化消费条件。According to the separation distance, the consumption condition tag mapping of the products matching the product information acquisition request or the transaction request in the product library to obtain the numerical range in the spatial dimension, it is determined that the user sends the The differentiated consumption conditions that meet the product information acquisition request or the transaction request.
可选的,若所述信息维度包括空间维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:Optionally, if the information dimension includes a spatial dimension, the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
获取所述用户发送所述产品信息获取请求或所述交易请求所处的第二位置信息,和所述用户的常驻区域信息;Acquiring the second location information where the user sends the product information acquisition request or the transaction request, and the resident area information of the user;
依据所述常驻区域信息和所述第二位置信息,确定所述用户发送所述产品信息获取请求或交易请求时所符合的差异化消费条件。According to the resident area information and the second location information, the differentiated consumption conditions that the user meets when sending the product information acquisition request or transaction request are determined.
可选的,若所述信息维度包括:用户维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,方法包括:Optionally, if the information dimension includes a user dimension, the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
获取与所述用户关联的历史交易信息;Acquiring historical transaction information associated with the user;
从所述历史交易信息中,获取与所述产品信息获取请求或所述交易请求相关联的产品的产品供应方与所述用户的目标历史交易信息;Acquiring, from the historical transaction information, target historical transaction information between the product supplier of the product associated with the product information acquisition request or the transaction request and the user;
依据所述目标历史交易信息的获取结果、所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签映射得到所述用户维度上的数值范围,确定所述用户所符合的差异化消费条件。According to the acquisition result of the target historical transaction information, the consumption condition label mapping of the product matching the product information acquisition request or the transaction request in the product library to obtain the value range in the user dimension, determine the Describe the differentiated consumption conditions that users meet.
可选的,若所述信息维度包括时间维度,所述方法进一步包括:Optionally, if the information dimension includes a time dimension, the method further includes:
获取用户针对所述目标产品发出消费请求时的请求消费时间;Acquiring the requested consumption time when the user sends a consumption request for the target product;
获取接收到针对所述目标产品的所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件;Acquiring the product transaction time when the transaction request for the target product is received, and determining the differentiated consumption conditions that the user meets according to the target product for which the transaction request is directed;
根据所述产品交易时间与所述请求消费时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。According to the difference between the product transaction time and the requested consumption time and the differentiated consumption conditions that the user meets, it is determined whether the user has the authority to consume the target product when the requested consumption time is requested.
可选的,若所述信息维度包括时间维度,所述方法进一步包括:Optionally, if the information dimension includes a time dimension, the method further includes:
获取接收到所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件;Acquiring the product transaction time for which the transaction request is received, and determining the differentiated consumption conditions that the user meets according to the target product targeted by the transaction request;
将所述产品交易时间和所述用户所符合的差异化消费条件作为生成所述商家结算参数的一部分数据,以供商家在获取用户针对所述目标产品发出消费请求时,根据获取所述消费请求时的请求消费时间、所述产品交易时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。The product transaction time and the differentiated consumption conditions that the user meets are used as part of the data for generating the merchant’s settlement parameters, so that when the merchant obtains the user’s consumption request for the target product, according to the acquisition request The difference between the requested consumption time at the time, the product transaction time, and the differentiated consumption conditions that the user meets, determine whether the user has the right to consume the target product when the consumption time is requested.
可选的,所述消费条件标签包括与所述差异化消费条件包括的信息维度对应的信息维度,所述目标产品确定模块730进一步用于:Optionally, the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition, and the target product determination module 730 is further configured to:
确定所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品,作为候选产品;Determining a product in the product library that matches the product information acquisition request or the transaction request as a candidate product;
对所述候选产品的消费条件标签与所述用户所符合的差异化消费条件的相应信息维度进行匹配,分别确定每个所述候选产品的消费条件标签与所述用户所符合的差异化消费条件的匹配结果;Match the consumption condition label of the candidate product with the corresponding information dimension of the differentiated consumption condition that the user meets, and respectively determine the consumption condition label of each candidate product and the differentiated consumption condition that the user meets Matching result;
根据所述匹配结果,从所述候选产品中确定目标产品。According to the matching result, a target product is determined from the candidate products.
可选的,所述消费条件标签包括与所述差异化消费条件包括的信息维度对应的信息维度,所述目标产品确定模块730进一步用于:Optionally, the consumption condition tag includes an information dimension corresponding to the information dimension included in the differentiated consumption condition, and the target product determination module 730 is further configured to:
根据所述消费条件标签对所述产品库中的产品进行分类,形成多个候选产品子库;Classify the products in the product library according to the consumption condition tags to form multiple candidate product sub-libraries;
对所述消费条件标签与相应信息维度的所述用户所符合的差异化消费条件进行匹配,确定与所述用户所符合的差异化消费条件匹配的所述消费条件标签相对应的候选产品子库;Match the consumption condition label with the differentiated consumption condition that the user meets in the corresponding information dimension, and determine the candidate product sub-library corresponding to the consumption condition label that matches the differentiated consumption condition that the user meets ;
确定所述候选产品子库中与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品。A product in the candidate product sub-library that matches the product information acquisition request or the transaction request is determined as a target product.
可选的,如图8所示,所述装置还包括订单数据处理模块750,用于:Optionally, as shown in FIG. 8, the device further includes an order data processing module 750, configured to:
根据存储的所述产品订单数据中匹配所述差异化消费条件的商家结算参数,确定每条产品订单数据的平台效率运算参数;以及,Determine the platform efficiency calculation parameters of each product order data according to the merchant settlement parameters matching the differentiated consumption conditions in the stored product order data; and,
基于所述平台效率运算参数,计算与所述预设差异化消费条件关联的平台订单生成效率。Based on the platform efficiency calculation parameter, the platform order generation efficiency associated with the preset differentiated consumption conditions is calculated.
可选的,如图8所示,所述装置还包括订单数据输出模块760,用于:Optionally, as shown in FIG. 8, the device further includes an order data output module 760 for:
将所生成的产品订单数据及与所述产品信息获取请求或所述交易请求相关联的用户的与所述信息维度对应的用户属性数据输出给商家侧数据处理系统。The generated product order data and user attribute data corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request are output to the merchant-side data processing system.
可选的,所述产品库中的产品信息通过以下方式生成:Optionally, the product information in the product library is generated in the following ways:
获取手工录入或通过第三方系统接口读取的一条产品记录;Obtain a product record manually entered or read through a third-party system interface;
在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品记录分别生成与每个所述差异化消费条件匹配的产品标签;In the case where it is determined that the product meets the preset conditions, according to the product label setting rules of the preset differentiated consumption conditions, respectively generate product labels matching each of the differentiated consumption conditions based on the obtained product records;
根据生成的与每个所述差异化消费条件匹配的产品标签、与相应差异化消费条件匹配的消费条件标签、以及获取的至少部分所述产品记录,分别生成与每个所述差异化消费条件匹配的产品记录。According to the generated product label that matches each of the differentiated consumption conditions, the consumption condition label that matches the corresponding differentiated consumption conditions, and at least part of the product records obtained, respectively generate a product label that matches each of the differentiated consumption conditions. Matching product records.
本申请实施例提供的产品数据处理装置,通过获取记录产品和与每个所述产品对应的产品信息的产品库,所述产品信息包括:匹配预设差异化消费条件的消费条件标签;响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件;根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品;在检测到所述用户针对所述目标产品执行下单操作之后,生成产品订单数据,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,能够实现对平台在交易中所起作用进行更加准确的量化和处理,进而能够准确地评估O2O平台在交易中所起作用。The product data processing device provided in the embodiment of the present application obtains a product library that records products and product information corresponding to each of the products, and the product information includes: a consumption condition tag matching preset differentiated consumption conditions; After receiving a user's product information acquisition request or a user's transaction request for the product, determine the differentiated consumption conditions that the user meets when sending the product information acquisition request or the transaction request; determine according to the consumption condition tag The product in the product library that matches the differentiated consumption conditions that the user meets and matches the product information acquisition request or the transaction request is regarded as the target product; when it is detected that the user is targeting the target product After the order is executed, product order data is generated. The product order data includes merchant settlement parameters that match the differentiated consumption conditions, which can achieve more accurate quantification and processing of the platform's role in transactions, and thus can be accurate Evaluate the role of the O2O platform in the transaction.
另一方面,在用户通过O2O平台的用户客户端执行产品的搜索、浏览、下单等产品访问操作时,如何为用户提供便捷的产品访问操作,是衡量O2O平台运行效率的一个重要指标。平台开发者往往通过提升产品搜索效率、简化用户下单流程等方式来提升平台生成产品订单的效率。例如,通过改进搜索引擎,提升基于用户输入的查询关键词召回产品的准确性,以提升通过平 台生成订单的效率。On the other hand, when users perform product access operations such as product search, browsing, and ordering through the user client of the O2O platform, how to provide users with convenient product access operations is an important indicator to measure the operating efficiency of the O2O platform. Platform developers often improve the efficiency of the platform to generate product orders by improving the efficiency of product search and simplifying the user ordering process. For example, by improving the search engine, the accuracy of recalling products based on the query keywords entered by the user is improved to improve the efficiency of generating orders through the platform.
然而,在搜索引擎比较成熟的情况下,通过改进搜索引擎以提升通过平台生成订单的效率已经没有显著的效果,本申请通过基于查询关键词和差异化消费条件为用户召回与用户需求匹配的产品,可以提升召回产品的准确性,以提升通过平台生成订单的效率。However, when the search engine is relatively mature, improving the search engine to increase the efficiency of generating orders through the platform has no significant effect. This application recalls products that match the user’s needs based on query keywords and differentiated consumption conditions. , Can improve the accuracy of recalled products, so as to improve the efficiency of generating orders through the platform.
实施例八Example eight
本实施例公开的一种产品数据处理装置,如图9所示,A product data processing device disclosed in this embodiment, as shown in FIG. 9,
产品记录生成模块910,用于根据用户输入的产品及所述产品的产品信息,生成至少一条所述产品的产品记录;The product record generating module 910 is configured to generate at least one product record of the product according to the product input by the user and the product information of the product;
产品记录发送模块920,用于发送所述产品记录至预设产品管理系统,以供所述产品管理系统根据所述产品记录生成记录所述产品和与所述产品对应的产品信息的产品库,所述产品库中的产品对应的产品信息包括匹配预设差异化消费条件的消费条件标签;The product record sending module 920 is configured to send the product record to a preset product management system, so that the product management system generates a product library that records the product and product information corresponding to the product according to the product record, The product information corresponding to the products in the product library includes consumption condition tags that match preset differentiated consumption conditions;
产品订单数据获取模块930,用于获取针对所述产品库中的产品的产品订单数据并进行输出;The product order data acquisition module 930 is configured to acquire and output product order data for products in the product library;
其中,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,所述差异化消费条件为响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求而确定的。The product order data includes merchant settlement parameters matching the differentiated consumption conditions, and the differentiated consumption conditions are determined in response to receiving a user's product information acquisition request or a user's transaction request for the product.
可选的,如图10所示,所述装置还包括:Optionally, as shown in FIG. 10, the device further includes:
产品核验模块940,用于获取用户针对所述目标产品发出消费请求,以及发出所述消费请求时的请求消费时间;然后,根据匹配所述差异化消费条件的商家结算参数,确定所述差异化消费条件是否包括时间维度上具有差异的消费条件;以及,响应于所述差异化消费条件包括时间维度上具有差异的消费条件,获取接收到所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件,然后,根据所述产品交易时间与所述请求消费时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。The product verification module 940 is configured to obtain a consumption request issued by the user for the target product and the requested consumption time when the consumption request is issued; then, determine the differentiation according to the merchant settlement parameters matching the differentiated consumption conditions Whether the consumption conditions include consumption conditions with differences in the time dimension; and, in response to the differentiated consumption conditions including consumption conditions with differences in the time dimension, obtain the product transaction time for which the transaction request is received, and according to the transaction The target product for the request determines the differentiated consumption conditions that the user meets, and then, based on the difference between the product transaction time and the requested consumption time, and the differentiated consumption conditions that the user meets, it is determined that the user is in the request Whether you have the authority to consume the target product during consumption time.
可选的,所述产品记录生成模块910进一步用于:Optionally, the product record generating module 910 is further configured to:
获取用户输入的产品及所述产品的产品信息;Obtain the product input by the user and the product information of the product;
在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品信息分别生成与各所述预设差异化消费条件匹配的消费条件标签和产品标签;In the case of determining that the product meets the preset conditions, according to the product label setting rules of the preset differentiated consumption conditions, based on the obtained product information, a consumption condition label that matches each of the preset differentiated consumption conditions is generated respectively And product label;
根据所述产品信息、生成的与各所述预设差异化消费条件匹配的消费条件标签和产品标签,分别生成与每个所述差异化消费条件匹配的产品记录。According to the product information, the generated consumption condition label and the product label that match each of the preset differentiated consumption conditions, a product record matching each of the differentiated consumption conditions is generated respectively.
通过基于差异化消费条件对订单进行有效性验证,避免由于引入差异化消费条件,从而构建的具备不同产品标签的产品被使用到不匹配的场景中,从而造成产品供应方或O2O平台的资源损失。例如,用户以较低的售卖价格购买的早订优惠场景下的门票,但是,将其在随买随用场景中使用,将导致门票供应方产生经济损失。在商家侧设备实现目标产品消费权限的验证,可以提升验证效率,避免网络不畅导致无法验证情况的发生。By verifying the effectiveness of orders based on differentiated consumption conditions, it is avoided that products with different product labels built by introducing differentiated consumption conditions are used in unmatched scenarios, which will cause resource loss to the product supplier or O2O platform . For example, a user buys tickets in an early-book discount scenario at a lower selling price, but using them in a buy-as-you-go scenario will cause economic losses to the ticket supplier. Realizing the verification of the consumption authority of the target product on the merchant side device can improve the verification efficiency and avoid the occurrence of unverified situations caused by poor network.
实施例九Example 9
参照图11,示出了本申请实施例提供的一种供货装置的结构示意图,该供货可以应用于产品管理平台,具体可以包括:Referring to FIG. 11, there is shown a schematic structural diagram of a supply device provided by an embodiment of the present application. The supply may be applied to a product management platform, and specifically may include:
用户属性获取模块1110,用于在接收到用户执行的产品获取请求时,获取与所述用户关联的用户属性信息;The user attribute obtaining module 1110 is configured to obtain user attribute information associated with the user when the product obtaining request executed by the user is received;
目标产品获取模块1120,用于依据用户属性信息与产品标签的映射关系以及所请求的产品的属性信息,获取对应的目标产品信息;The target product obtaining module 1120 is used to obtain the corresponding target product information according to the mapping relationship between the user attribute information and the product label and the attribute information of the requested product;
目标产品展示模块1130,用于将所述目标产品信息展示给所述用户。The target product display module 1130 is used to display the target product information to the user.
可选的,所述用户属性信息包括位置属性信息、异地属性信息、交易行为属性信息中的任意一种或多种。Optionally, the user attribute information includes any one or more of location attribute information, off-site attribute information, and transaction behavior attribute information.
优选地,所述用户属性信息包括位置属性信息,所述用户属性获取模块1110包括:位置信息获取子模块,用于获取所述产品获取请求对应的产品供应方的第一位置信息,及所述用户当前所处的第二位置信息;间隔距离计算子模块,用于依据所述第一位置信息和所述第二位置信息,计算得到所述用户与所述产品管理方之间的间隔距离;目标位置确定子模块,用于依据所述间隔距离,确定所述用户的位置属性信息;所述目标产品获取模块1120包括:第一产品获取子模块,用于依据位置属性信息与产品标签的映射关系以及所请求的产品属性信息,获取所述目标产品信息。Preferably, the user attribute information includes location attribute information, and the user attribute obtaining module 1110 includes: a location information obtaining sub-module for obtaining first location information of the product supplier corresponding to the product obtaining request, and Second location information where the user is currently located; a separation distance calculation sub-module for calculating the separation distance between the user and the product manager based on the first location information and the second location information; The target location determination sub-module is used to determine the location attribute information of the user according to the separation distance; the target product acquisition module 1120 includes: a first product acquisition sub-module, which is used to map the location attribute information to the product label The relationship and the requested product attribute information to obtain the target product information.
优选地,位置信息获取子模块包括:位置鉴权请求发送子模块,用于向所述用户操作的终端发送位置鉴权请求;第二位置获取子模块,用于在所述位置鉴权请求鉴权成功后,获取所述终端当前所处的第二位置信息。Preferably, the location information acquisition sub-module includes: a location authentication request sending sub-module, used to send a location authentication request to the terminal operated by the user; a second location obtaining sub-module, used to authenticate in the location authentication request After the right is successful, obtain the second location information where the terminal is currently located.
优选地,所述用户属性信息包括异地属性信息,所述用户属性获取模块1110包括:历史交易信息获取子模块,用于获取与所述用户关联的历史交易信息;用户画像信息确定子模块,用于依据所述历史交易信息,确定所述用 户的用户画像信息;常驻区域信息确定子模块,用于依据所述用户画像信息,确定所述用户的常驻区域信息;目标异地属性获取子模块,用于依据所述常驻区域信息,获取与所述用户对应的异地属性信息;所述目标产品获取模块1120包括:第二产品获取子模块,用于依据异地属性信息与产品标签的映射关系以及所请求的产品属性信息,获取所述目标产品信息。Preferably, the user attribute information includes remote attribute information, and the user attribute acquisition module 1110 includes: a historical transaction information acquisition sub-module for acquiring historical transaction information associated with the user; a user portrait information determining sub-module for To determine the user portrait information of the user based on the historical transaction information; the resident area information determination sub-module, used to determine the resident area information of the user based on the user portrait information; the target off-site attribute acquisition sub-module , Used to obtain the off-site attribute information corresponding to the user according to the resident area information; the target product obtaining module 1120 includes: a second product obtaining sub-module, which is used to obtain a mapping relationship between off-site attribute information and product labels And the requested product attribute information to obtain the target product information.
优选地,所述用户属性信息包括交易行为属性信息,所述用户属性获取模块1110包括:目标交易信息获取子模块,用于从所述历史交易信息中获取与所述产品获取请求对应的产品供应方的目标历史交易信息;目标交易属性确定子模块,用于依据所述目标历史交易信息,确定与所述用户对应的交易行为属性信息;所述目标产品获取模块1120包括:第三产品获取子模块,用于依据交易行为属性与产品标签的映射关系以及所请求的产品属性信息,获取所述目标产品信息。Preferably, the user attribute information includes transaction behavior attribute information, and the user attribute acquisition module 1110 includes: a target transaction information acquisition sub-module, configured to acquire the product supply corresponding to the product acquisition request from the historical transaction information The target historical transaction information of the party; the target transaction attribute determining sub-module is used to determine the transaction behavior attribute information corresponding to the user according to the target historical transaction information; the target product obtaining module 1120 includes: a third product obtaining submodule The module is used to obtain the target product information according to the mapping relationship between the transaction behavior attribute and the product label and the requested product attribute information.
本申请实施例提供的供货装置,通过在接收到用户执行的产品获取请求时,获取与用户关联的用户属性信息,依据属性信息与产品标签的映射关系,以及所请求的产品属性信息,获取对应的目标产品信息,并将目标产品信息展示给用户。本申请实施例通过区分与用户关联的用户属性信息,为用户提供不同的产品,可以提高商品系统(即产品管理平台)的灵活性,用户可以在商品系统中购买所需产品,进而提高了用户的使用体验。The supply device provided in the embodiment of the present application obtains user attribute information associated with the user when receiving a product acquisition request executed by the user, and obtains the attribute information according to the mapping relationship between the attribute information and the product label, and the requested product attribute information Corresponding target product information, and display the target product information to the user. The embodiment of the application provides different products to users by distinguishing user attribute information associated with users, which can improve the flexibility of the commodity system (ie, product management platform). Users can purchase the required products in the commodity system, thereby increasing the user Experience.
本申请的实施例还提供了一种电子设备,包括:处理器、存储器以及存储在所述存储器上并可在所述处理器上运行的计算机程序,所述处理器执行所述程序时实现前述实施例的供货方法和/或产品数据处理方法。The embodiment of the present application also provides an electronic device, including: a processor, a memory, and a computer program stored on the memory and running on the processor. The processor implements the foregoing when the program is executed. The supply method and/or product data processing method of the embodiment.
本申请的实施例还提供了一种非易失性计算机可读存储介质,当所述存储介质中的指令由电子设备的处理器执行时,使得电子设备能够执行前述实施例的供货方法的步骤和/或产品数据处理方法的步骤。The embodiment of the present application also provides a non-volatile computer-readable storage medium. When the instructions in the storage medium are executed by the processor of the electronic device, the electronic device can execute the supply method of the foregoing embodiment. Steps and/or steps of the product data processing method.
对于装置实施例而言,由于其与方法实施例基本相似,所以描述的比较简单,相关之处参见方法实施例的部分说明即可。As for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and for related parts, please refer to the part of the description of the method embodiment.
在此提供的算法和显示不与任何特定计算机、虚拟系统或者其它设备固有相关。各种通用系统也可以与基于在此的示教一起使用。根据上面的描述,构造这类系统所要求的结构是显而易见的。此外,本申请的实施例也不针对任何特定编程语言。应当明白,可以利用各种编程语言实现在此描述的本申请的实施例的内容,并且上面对特定语言所做的描述是为了披露本申请的实施例的最佳实施方式。The algorithms and displays provided here are not inherently related to any particular computer, virtual system or other equipment. Various general-purpose systems can also be used with the teaching based on this. From the above description, the structure required to construct this type of system is obvious. In addition, the embodiments of the present application are not directed to any specific programming language. It should be understood that various programming languages can be used to implement the content of the embodiments of the present application described herein, and the above description of specific languages is to disclose the best implementation of the embodiments of the present application.
在此处所提供的说明书中,说明了大量具体细节。然而,能够理解,本申请的实施例可以在没有这些具体细节的情况下实践。在一些实例中,并未详细示出公知的方法、结构和技术,以便不模糊对本说明书的理解。In the instructions provided here, a lot of specific details are explained. However, it can be understood that the embodiments of the present application can be practiced without these specific details. In some instances, well-known methods, structures and technologies are not shown in detail, so as not to obscure the understanding of this specification.
类似地,应当理解,为了精简本申请并帮助理解各个发明方面中的一个或多个,在上面对本申请的示例性实施例的描述中,本申请的实施例的各个特征有时被一起分组到单个实施例、图、或者对其的描述中。然而,并不应将该公开的方法解释成反映如下意图:即所要求保护的本申请的实施例要求比在每个权利要求中所明确记载的特征更多的特征。更确切地说,如下面的权利要求书所反映的那样,发明方面在于少于前面公开的单个实施例的所有特征。因此,遵循具体实施方式的权利要求书由此明确地并入该具体实施方式,其中每个权利要求本身都作为本申请的实施例的单独实施例。Similarly, it should be understood that in order to simplify this application and help understand one or more of the various inventive aspects, in the above description of the exemplary embodiments of this application, the various features of the embodiments of this application are sometimes grouped together into a single Examples, figures, or descriptions thereof. However, the disclosed method should not be interpreted as reflecting the intention that the claimed embodiments of the present application require more features than those explicitly stated in each claim. More precisely, as reflected in the following claims, the inventive aspect lies in less than all the features of a single embodiment disclosed previously. Therefore, the claims following the specific embodiments are thus explicitly incorporated into the specific embodiments, wherein each claim itself serves as a separate embodiment of the embodiments of the present application.
本领域那些技术人员可以理解,可以对实施例中的设备中的模块进行自适应性地改变并且把它们设置在与该实施例不同的一个或多个设备中。可以把实施例中的模块或单元或组件组合成一个模块或单元或组件,以及此外可以把它们分成多个子模块或子单元或子组件。除了这样的特征和/或过程或者单元中的至少一些是相互排斥之外,可以采用任何组合对本说明书(包括伴随的权利要求、摘要和附图)中公开的所有特征以及如此公开的任何方法或者设备的所有过程或单元进行组合。除非另外明确陈述,本说明书(包括伴随的权利要求、摘要和附图)中公开的每个特征可以由提供相同、等同或相似目的替代特征来代替。Those skilled in the art can understand that it is possible to adaptively change the modules in the device in the embodiment and set them in one or more devices different from the embodiment. The modules or units or components in the embodiments can be combined into one module or unit or component, and in addition, they can be divided into multiple sub-modules or sub-units or sub-components. Except that at least some of such features and/or processes or units are mutually exclusive, any combination can be used to compare all features disclosed in this specification (including the accompanying claims, abstract and drawings) and any method or methods disclosed in this manner or All the processes or units of the equipment are combined. Unless expressly stated otherwise, each feature disclosed in this specification (including the accompanying claims, abstract and drawings) may be replaced by an alternative feature that provides the same, equivalent or similar purpose.
本申请的实施例的各个部件实施例可以以硬件实现,或者以在一个或者多个处理器上运行的软件模块实现,或者以它们的组合实现。本领域的技术人员应当理解,可以在实践中使用微处理器或者数字信号处理器(DSP)来实现根据本申请的实施例的动态图片的生成设备中的一些或者全部部件的一些或者全部功能。本申请的实施例还可以实现为用于执行这里所描述的方法的一部分或者全部的设备或者装置程序。这样的实现本申请的实施例的程序可以存储在计算机可读介质上,或者可以具有一个或者多个信号的形式。这样的信号可以从因特网网站上下载得到,或者在载体信号上提供,或者以任何其他形式提供。Each component embodiment of the embodiments of the present application may be implemented by hardware, or by software modules running on one or more processors, or by a combination of them. Those skilled in the art should understand that a microprocessor or a digital signal processor (DSP) may be used in practice to implement some or all of the functions of some or all of the components in the dynamic picture generating device according to the embodiments of the present application. The embodiments of the present application can also be implemented as a device or device program for executing part or all of the methods described herein. Such a program for realizing the embodiments of the present application may be stored on a computer-readable medium, or may have the form of one or more signals. Such signals can be downloaded from Internet websites, or provided on carrier signals, or provided in any other form.
例如,图12示出了可以实现根据本申请的方法的电子设备,该电子设备传统上包括处理器1220和以存储器1210形式的计算机程序产品或者计算机可读存储介质。所述电子设备可以为PC机、移动终端、个人数字助理、 平板电脑等。所述电子设备为计算处理设备。所述存储器1210可以是诸如闪存、EEPROM(电可擦除可编程只读存储器)、EPROM、硬盘或者ROM之类的电子存储器。存储器1210具有用于执行上述方法中的任何方法步骤的程序代码的存储空间12101。例如,用于程序代码的存储空间12101可以包括分别用于实现上面的方法中的各种步骤的程序代码12102。所述计算机程序产品或者计算机可读存储介质,其上存储有计算机程序的程序代码,该程序代码被处理器1220执行时实现上述方法。这些程序代码可以从一个或者多个计算机程序产品中读出或者写入到这一个或者多个计算机程序产品中。这些计算机程序产品包括诸如硬盘,紧致盘(CD)、存储卡或者软盘之类的程序代码载体。这样的计算机程序产品或者计算机可读存储介质通常为如参考图13所述的便携式或者固定存储单元。该存储单元用于保持或者携带实现根据本申请的方法的程序代码,该存储单元可以具有与图12的电子设备中的存储器1210类似布置的存储段、存储空间等。程序代码可以例如以适当形式进行压缩。通常,存储单元包括计算机可读代码12102’,即可以由例如诸如1220之类的处理器读取的代码,这些代码当电子设备运行时,导致该电子设备执行上面所描述的方法中的各个步骤。For example, FIG. 12 shows an electronic device that can implement the method according to the present application. The electronic device traditionally includes a processor 1220 and a computer program product in the form of a memory 1210 or a computer-readable storage medium. The electronic device may be a PC, a mobile terminal, a personal digital assistant, a tablet computer, etc. The electronic device is a computing processing device. The memory 1210 may be an electronic memory such as flash memory, EEPROM (Electrically Erasable Programmable Read Only Memory), EPROM, hard disk, or ROM. The memory 1210 has a storage space 12101 for executing program codes of any method steps in the above methods. For example, the storage space 12101 for program codes may include program codes 12102 for implementing various steps in the above method. The computer program product or the computer readable storage medium has a program code of a computer program stored thereon, and the program code is executed by the processor 1220 to realize the foregoing method. These program codes can be read out from or written into one or more computer program products. These computer program products include program code carriers such as hard disks, compact disks (CDs), memory cards or floppy disks. Such a computer program product or computer readable storage medium is usually a portable or fixed storage unit as described with reference to FIG. 13. The storage unit is used to hold or carry the program code for implementing the method according to the present application, and the storage unit may have storage segments, storage spaces, etc. arranged similarly to the storage 1210 in the electronic device of FIG. 12. The program code can be compressed in an appropriate form, for example. Generally, the storage unit includes computer readable codes 12102', that is, codes that can be read by, for example, a processor such as 1220. When the electronic device is running, these codes cause the electronic device to perform the steps in the method described above. .
本文中所称的“一个实施例”、“实施例”或者“一个或者多个实施例”意味着,结合实施例描述的特定特征、结构或者特性包括在本申请的至少一个实施例中。此外,请注意,这里“在一个实施例中”的词语例子不一定全指同一个实施例。The “one embodiment”, “an embodiment” or “one or more embodiments” referred to herein means that a specific feature, structure, or characteristic described in combination with the embodiment is included in at least one embodiment of the present application. In addition, please note that the word examples "in one embodiment" herein do not necessarily all refer to the same embodiment.
在此处所提供的说明书中,说明了大量具体细节。然而,能够理解,本申请的实施例可以在没有这些具体细节的情况下被实践。在一些实例中,并未详细示出公知的方法、结构和技术,以便不模糊对本说明书的理解。In the instructions provided here, a lot of specific details are explained. However, it can be understood that the embodiments of the present application can be practiced without these specific details. In some instances, well-known methods, structures and technologies are not shown in detail, so as not to obscure the understanding of this specification.
在权利要求中,不应将位于括号之间的任何参考符号构造成对权利要求的限制。单词“包含”不排除存在未列在权利要求中的元件或步骤。位于元件之前的单词“一”或“一个”不排除存在多个这样的元件。本申请可以借助于包括有若干不同元件的硬件以及借助于适当编程的计算机来实现。在列举了若干装置的单元权利要求中,这些装置中的若干个可以是通过同一个硬件项来具体体现。单词第一、第二、以及第三等的使用不表示任何顺序。可将这些单词解释为名称。In the claims, any reference signs placed between parentheses should not be constructed as a limitation to the claims. The word "comprising" does not exclude the presence of elements or steps not listed in the claims. The word "a" or "an" preceding an element does not exclude the presence of multiple such elements. The application can be implemented by means of hardware including several different elements and by means of a suitably programmed computer. In the unit claims enumerating several devices, several of these devices may be embodied by the same hardware item. The use of the words first, second, and third, etc. do not indicate any order. These words can be interpreted as names.
应该注意的是上述实施例对本申请的实施例进行说明而不是对本申请的实施例进行限制,并且本领域技术人员在不脱离所附权利要求的范围的情况 下可设计出替换实施例。在权利要求中,不应将位于括号之间的任何参考符号构造成对权利要求的限制。单词“包含”不排除存在未列在权利要求中的元件或步骤。位于元件之前的单词“一”或“一个”不排除存在多个这样的元件。本申请的实施例可以借助于包括有若干不同元件的硬件以及借助于适当编程的计算机来实现。在列举了若干装置的单元权利要求中,这些装置中的若干个可以是通过同一个硬件项来具体体现。单词第一、第二、以及第三等的使用不表示任何顺序。可将这些单词解释为名称。It should be noted that the above-mentioned embodiments illustrate rather than limit the embodiments of the present application, and those skilled in the art can design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses should not be constructed as a limitation to the claims. The word "comprising" does not exclude the presence of elements or steps not listed in the claims. The word "a" or "an" preceding an element does not exclude the presence of multiple such elements. The embodiments of the present application can be implemented by means of hardware including several different elements and by means of a suitably programmed computer. In the unit claims enumerating several devices, several of these devices may be embodied by the same hardware item. The use of the words first, second, and third, etc. do not indicate any order. These words can be interpreted as names.
所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的系统、装置和单元的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that, for the convenience and conciseness of description, the specific working process of the above-described system, device, and unit can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.
以上所述仅为本申请的实施例的较佳实施例而已,并不用以限制本申请的实施例,凡在本申请的实施例的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本申请的实施例的保护范围之内。The foregoing descriptions are only preferred embodiments of the embodiments of the present application, and are not intended to limit the embodiments of the present application. Any modification, equivalent replacement, and improvement made within the spirit and principle of the embodiments of the present application, etc. , Should be included in the protection scope of the embodiments of this application.
以上所述,仅为本申请的实施例的具体实施方式,但本申请的实施例的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请的实施例揭露的技术范围内,可轻易想到变化或替换,都应涵盖在本申请的实施例的保护范围之内。因此,本申请的实施例的保护范围应以权利要求的保护范围为准。The above are only specific implementations of the embodiments of the present application, but the protection scope of the embodiments of the present application is not limited thereto. Any person skilled in the art is within the technical scope disclosed in the embodiments of the present application. Any changes or replacements can be easily conceived, and all should be covered within the protection scope of the embodiments of this application. Therefore, the protection scope of the embodiments of the present application should be subject to the protection scope of the claims.

Claims (19)

  1. 一种产品数据处理方法,包括:A product data processing method, including:
    获取记录产品和与每个所述产品对应的产品信息的产品库,所述产品信息包括:匹配预设差异化消费条件的消费条件标签;Acquiring a product library that records products and product information corresponding to each of the products, where the product information includes: consumption condition tags matching preset differentiated consumption conditions;
    响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件;In response to receiving a user's product information acquisition request or a user's transaction request for the product, determining the differentiated consumption conditions that the user meets when the user sends the product information acquisition request or the transaction request;
    根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品;According to the consumption condition tag, determine that the product in the product library that matches the differentiated consumption condition that the user meets and matches the product information acquisition request or the transaction request is determined as a target product;
    在检测到所述用户针对所述目标产品执行下单操作之后,生成产品订单数据,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数。After detecting that the user performs an order operation for the target product, product order data is generated, and the product order data includes merchant settlement parameters matching the differentiated consumption conditions.
  2. 根据权利要求1所述的方法,所述预设差异化消费条件包括在至少一个信息维度上具有差异的消费条件,所述信息维度包括:空间维度、时间维度或用户维度。The method according to claim 1, wherein the preset differentiated consumption conditions include consumption conditions that have differences in at least one information dimension, and the information dimensions include: a space dimension, a time dimension, or a user dimension.
  3. 根据权利要求1所述的方法,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:The method according to claim 1, wherein the step of determining the differentiated consumption conditions met when the user sends the product information acquisition request or the transaction request comprises:
    根据所述产品信息获取请求或所述交易请求,确定与所述产品信息获取请求或所述交易请求相关联的用户的与所述信息维度对应的用户属性数据;Determining, according to the product information acquisition request or the transaction request, user attribute data corresponding to the information dimension of the user associated with the product information acquisition request or the transaction request;
    将所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签,映射为所述信息维度上的数值范围;Mapping the consumption condition tags of the products in the product library that match the product information acquisition request or the transaction request to a numerical range on the information dimension;
    根据与所述信息维度对应的用户属性数据及所述数值范围,确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件。According to the user attribute data corresponding to the information dimension and the numerical value range, a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request is determined.
  4. 根据权利要求2所述的方法,若所述信息维度包括空间维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:According to the method of claim 2, if the information dimension includes a spatial dimension, the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
    获取所述产品信息获取请求或所述交易请求对应的产品的线下销售地的第一位置信息,及所述用户发送所述产品信息获取请求或所述交易请求时所处的第二位置信息;Obtain the first location information of the offline sales place of the product corresponding to the product information acquisition request or the transaction request, and the second location information where the user sends the product information acquisition request or the transaction request ;
    依据所述第一位置信息和所述第二位置信息,计算得到所述用户与所述产品的线下销售地之间的间隔距离;According to the first location information and the second location information, the distance between the user and the offline sales place of the product is calculated;
    依据所述间隔距离、所述产品库中与所述产品信息获取请求或所述交易 请求匹配的产品的所述消费条件标签映射得到所述空间维度上的数值范围,确定所述用户发送所述产品信息获取请求或所述交易请求时所符合的差异化消费条件。According to the separation distance, the consumption condition tag mapping of the products matching the product information acquisition request or the transaction request in the product library to obtain the numerical range in the spatial dimension, it is determined that the user sends the The differentiated consumption conditions that meet the product information acquisition request or the transaction request.
  5. 根据权利要求2所述的方法,若所述信息维度包括空间维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,包括:According to the method of claim 2, if the information dimension includes a spatial dimension, the step of determining a differentiated consumption condition that is met when the user sends the product information acquisition request or the transaction request includes:
    获取所述用户发送所述产品信息获取请求或所述交易请求所处的第二位置信息,和所述用户的常驻区域信息;Acquiring the second location information where the user sends the product information acquisition request or the transaction request, and the resident area information of the user;
    依据所述常驻区域信息和所述第二位置信息,确定所述用户发送所述产品信息获取请求或交易请求时所符合的差异化消费条件。According to the resident area information and the second location information, the differentiated consumption conditions that the user meets when sending the product information acquisition request or transaction request are determined.
  6. 根据权利要求2所述的方法,若所述信息维度包括:用户维度,所述确定所述用户发送所述产品信息获取请求或所述交易请求时符合的差异化消费条件的步骤,方法包括:The method according to claim 2, if the information dimension includes a user dimension, the step of determining the differentiated consumption conditions that the user meets when the user sends the product information acquisition request or the transaction request, the method comprises:
    获取与所述用户关联的历史交易信息;Acquiring historical transaction information associated with the user;
    从所述历史交易信息中,获取与所述产品信息获取请求或所述交易请求相关联的产品的产品供应方与所述用户的目标历史交易信息;Acquiring, from the historical transaction information, target historical transaction information between the product supplier of the product associated with the product information acquisition request or the transaction request and the user;
    依据所述目标历史交易信息的获取结果、所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品的所述消费条件标签映射得到所述用户维度上的数值范围,确定所述用户所符合的差异化消费条件。According to the acquisition result of the target historical transaction information, the consumption condition label mapping of the product matching the product information acquisition request or the transaction request in the product library to obtain the value range in the user dimension, determine the Describe the differentiated consumption conditions that users meet.
  7. 根据权利要求2所述的方法,若所述信息维度包括时间维度,所述方法进一步包括:The method according to claim 2, if the information dimension includes a time dimension, the method further comprises:
    获取用户针对所述目标产品发出消费请求时的请求消费时间;Acquiring the requested consumption time when the user sends a consumption request for the target product;
    获取接收到针对所述目标产品的所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件;Acquiring the product transaction time when the transaction request for the target product is received, and determining the differentiated consumption conditions that the user meets according to the target product for which the transaction request is directed;
    根据所述产品交易时间与所述请求消费时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。According to the difference between the product transaction time and the requested consumption time and the differentiated consumption conditions that the user meets, it is determined whether the user has the authority to consume the target product when the requested consumption time is requested.
  8. 根据权利要求2所述的方法,若所述信息维度包括时间维度,所述方法进一步包括:The method according to claim 2, if the information dimension includes a time dimension, the method further comprises:
    获取接收到所述交易请求的产品交易时间,并根据所述交易请求针对的目标产品确定用户所符合的差异化消费条件;Acquiring the product transaction time for which the transaction request is received, and determining the differentiated consumption conditions that the user meets according to the target product targeted by the transaction request;
    将所述产品交易时间和所述用户所符合的差异化消费条件作为生成所述 商家结算参数的一部分数据,以供商家在获取用户针对所述目标产品发出消费请求时,根据获取所述消费请求时的请求消费时间、所述产品交易时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。The product transaction time and the differentiated consumption conditions that the user meets are used as part of the data for generating the merchant’s settlement parameters, so that when the merchant obtains the user’s consumption request for the target product, according to the acquisition request The difference between the requested consumption time at the time, the product transaction time, and the differentiated consumption conditions that the user meets, determine whether the user has the right to consume the target product when the consumption time is requested.
  9. 根据权利要求2至8之任一项所述的方法,所述消费条件标签包括与所述差异化消费条件包括的信息维度对应的信息维度,所述根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品的步骤,包括:The method according to any one of claims 2 to 8, wherein the consumption condition label includes an information dimension corresponding to the information dimension included in the differentiated consumption condition, and the product is determined according to the consumption condition label The steps for products in the library that match the differentiated consumption conditions that the user meets and match the product information acquisition request or the transaction request, as the target product, include:
    确定所述产品库中与所述产品信息获取请求或所述交易请求匹配的产品,作为候选产品;Determining a product in the product library that matches the product information acquisition request or the transaction request as a candidate product;
    对所述候选产品的消费条件标签与所述用户所符合的差异化消费条件的相应信息维度进行匹配,分别确定每个所述候选产品的消费条件标签与所述用户所符合的差异化消费条件的匹配结果;Match the consumption condition label of the candidate product with the corresponding information dimension of the differentiated consumption condition that the user meets, and respectively determine the consumption condition label of each candidate product and the differentiated consumption condition that the user meets Matching result;
    根据所述匹配结果,从所述候选产品中确定目标产品。According to the matching result, a target product is determined from the candidate products.
  10. 根据权利要求2至8之任一项所述的方法,所述消费条件标签包括与所述差异化消费条件包括的信息维度对应的信息维度,所述根据所述消费条件标签,确定所述产品库中与所述用户所符合的差异化消费条件匹配,且与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品的步骤,包括:The method according to any one of claims 2 to 8, wherein the consumption condition label includes an information dimension corresponding to the information dimension included in the differentiated consumption condition, and the product is determined according to the consumption condition label The steps for products in the library that match the differentiated consumption conditions that the user meets and match the product information acquisition request or the transaction request, as the target product, include:
    根据所述消费条件标签对所述产品库中的产品进行分类,形成多个候选产品子库;Classify the products in the product library according to the consumption condition tags to form multiple candidate product sub-libraries;
    对所述消费条件标签与相应信息维度的所述用户所符合的差异化消费条件进行匹配,确定与所述用户所符合的差异化消费条件匹配的所述消费条件标签相对应的候选产品子库;Match the consumption condition label with the differentiated consumption condition that the user meets in the corresponding information dimension, and determine the candidate product sub-library corresponding to the consumption condition label that matches the differentiated consumption condition that the user meets ;
    确定所述候选产品子库中与所述产品信息获取请求或所述交易请求匹配的产品,作为目标产品。A product in the candidate product sub-library that matches the product information acquisition request or the transaction request is determined as a target product.
  11. 根据权利要求2至8之任一项所述的方法,所述生成产品订单数据的步骤之后,还包括:The method according to any one of claims 2 to 8, after the step of generating product order data, further comprising:
    根据存储的所述产品订单数据中匹配所述差异化消费条件的商家结算参数,确定每条产品订单数据的平台效率运算参数;Determine the platform efficiency calculation parameter of each product order data according to the merchant settlement parameters matching the differentiated consumption conditions in the stored product order data;
    基于所述平台效率运算参数,计算与所述预设差异化消费条件关联的平 台订单生成效率。Based on the platform efficiency calculation parameters, calculate the platform order generation efficiency associated with the preset differentiated consumption conditions.
  12. 根据权利要求3到8之任一项所述的方法,还包括:将所生成的产品订单数据及与所述产品信息获取请求或所述交易请求相关联的用户的与所述信息维度对应的用户属性数据输出给商家侧数据处理系统。The method according to any one of claims 3 to 8, further comprising: comparing the generated product order data and user information associated with the product information acquisition request or the transaction request to the information dimension The user attribute data is output to the merchant side data processing system.
  13. 根据权利要求2到8之任一项所述的方法,所述产品库中的产品信息通过以下方式生成:According to the method of any one of claims 2 to 8, the product information in the product library is generated in the following manner:
    获取手工录入或通过第三方系统接口读取的一条产品记录;Obtain a product record manually entered or read through a third-party system interface;
    在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品记录分别生成与每个所述差异化消费条件匹配的产品标签;In the case where it is determined that the product meets the preset conditions, according to the product label setting rules of the preset differentiated consumption conditions, respectively generate product labels matching each of the differentiated consumption conditions based on the obtained product records;
    根据生成的与每个所述差异化消费条件匹配的产品标签、与相应差异化消费条件匹配的消费条件标签、以及获取的至少部分所述产品记录,分别生成与每个所述差异化消费条件匹配的产品记录。According to the generated product label that matches each of the differentiated consumption conditions, the consumption condition label that matches the corresponding differentiated consumption conditions, and at least part of the product records obtained, respectively generate a product label that matches each of the differentiated consumption conditions. Matching product records.
  14. 一种产品数据处理方法,包括:A product data processing method, including:
    根据用户输入的产品及所述产品的产品信息,生成至少一条所述产品的产品记录;Generating at least one product record of the product according to the product input by the user and the product information of the product;
    发送所述产品记录至预设产品管理系统,以供所述产品管理系统根据所述产品记录生成记录所述产品和与所述产品对应的产品信息的产品库,所述产品库中的产品对应的产品信息包括匹配预设差异化消费条件的消费条件标签;Send the product record to a preset product management system, so that the product management system generates a product library that records the product and product information corresponding to the product according to the product record, and the product in the product library corresponds to The product information includes consumption condition tags matching preset differentiated consumption conditions;
    获取针对所述产品库中的产品的产品订单数据并进行输出;Obtain and output product order data for products in the product library;
    其中,所述产品订单数据包括匹配所述差异化消费条件的商家结算参数,所述差异化消费条件为响应于接收到用户的产品信息获取请求或用户针对所述产品的交易请求而确定的。The product order data includes merchant settlement parameters matching the differentiated consumption conditions, and the differentiated consumption conditions are determined in response to receiving a user's product information acquisition request or a user's transaction request for the product.
  15. 根据权利要求14所述的方法,还包括:The method according to claim 14, further comprising:
    获取用户针对目标产品发出消费请求,以及发出所述消费请求时的请求消费时间;Acquiring the consumption request sent by the user for the target product and the requested consumption time when the consumption request is sent;
    根据匹配所述差异化消费条件的商家结算参数,确定所述差异化消费条件是否包括时间维度上具有差异的消费条件;Determining whether the differentiated consumption conditions include consumption conditions that are different in the time dimension according to the merchant settlement parameters matching the differentiated consumption conditions;
    响应于所述差异化消费条件包括时间维度上具有差异的消费条件,获取接收到所述交易请求的产品交易时间,并根据所述交易请求针对的所述目标产品确定用户所符合的差异化消费条件,然后,根据所述产品交易时间与所 述请求消费时间之间的差异,以及用户所符合的差异化消费条件,判断用户在所述请求消费时间时是否有权限消费所述目标产品。In response to the differentiated consumption conditions including consumption conditions that have differences in the time dimension, obtain the product transaction time for which the transaction request is received, and determine the differentiated consumption that the user meets according to the target product for which the transaction request is directed Condition, and then, based on the difference between the product transaction time and the requested consumption time, and the differentiated consumption conditions that the user meets, it is determined whether the user has the authority to consume the target product during the requested consumption time.
  16. 根据权利要求15所述的方法,所述根据用户输入的产品及所述产品的产品信息,生成至少一条所述产品的产品记录的步骤,包括:The method according to claim 15, wherein the step of generating at least one product record of the product according to the product input by the user and the product information of the product comprises:
    获取用户输入的产品及所述产品的产品信息;Obtain the product input by the user and the product information of the product;
    在确定所述产品符合预设条件的情况下,按照预设差异化消费条件的产品标签设置规则,基于获取的所述产品信息分别生成与各所述预设差异化消费条件匹配的消费条件标签和产品标签;In the case of determining that the product meets the preset conditions, according to the product label setting rules of the preset differentiated consumption conditions, based on the obtained product information, a consumption condition label that matches each of the preset differentiated consumption conditions is generated respectively And product label;
    根据所述产品信息、生成的与各所述预设差异化消费条件匹配的消费条件标签和产品标签,分别生成与每个所述差异化消费条件匹配的产品记录。According to the product information, the generated consumption condition label and the product label that match each of the preset differentiated consumption conditions, a product record matching each of the differentiated consumption conditions is generated respectively.
  17. 一种电子设备,包括存储器、处理器及存储在所述存储器上并可在处理器上运行的计算机程序,其特征在于,所述处理器执行所述计算机程序时实现权利要求1至16任意一项所述的产品数据处理方法。An electronic device comprising a memory, a processor, and a computer program stored on the memory and running on the processor, wherein the processor implements any one of claims 1 to 16 when the computer program is executed The product data processing method described in item.
  18. 一种计算机可读存储介质,其上存储有计算机程序,其特征在于,该程序被处理器执行时实现权利要求1至16任意一项所述的产品数据处理方法的步骤。A computer-readable storage medium having a computer program stored thereon, wherein the program is executed by a processor to realize the steps of the product data processing method according to any one of claims 1 to 16.
  19. 一种计算机程序,包括计算机可读代码,当所述计算机可读代码在电子设备上运行时,导致所述电子设备执行根据权利要求1至16中任意一项所述的产品数据处理方法。A computer program, comprising computer readable code, when the computer readable code runs on an electronic device, causes the electronic device to execute the product data processing method according to any one of claims 1 to 16.
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