CN112613910A - Method, device and equipment for providing product subpackage information and storage medium - Google Patents

Method, device and equipment for providing product subpackage information and storage medium Download PDF

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CN112613910A
CN112613910A CN202011553184.6A CN202011553184A CN112613910A CN 112613910 A CN112613910 A CN 112613910A CN 202011553184 A CN202011553184 A CN 202011553184A CN 112613910 A CN112613910 A CN 112613910A
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CN112613910B (en
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唐剑
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Shanghai Xunmeng Information Technology Co Ltd
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Abstract

The invention provides a method, a device, equipment and a storage medium for providing product subpackage information, wherein the method comprises the following steps: acquiring order data of the types of products to be subpackaged in a first time period; calculating the order quantity of each first weight specification, wherein the first weight specification is the weight specification of the product in the order data; determining at least one quasi-first weight specification based on the order quantity of each first weight specification; calculating the total weight of the products placed by each placing user in a second time period from the order data of the first weight specification, wherein the second time period is less than or equal to the first time period; calculating the order placing user number of each second weight specification based on the total order placing product weight of each order placing user in a second time period; and determining a second weight specification based on the number of the ordering users of each second weight specification to serve as the product subpackaging information of the products to be subpackaged. The invention can provide proper product subpackaging information.

Description

Method, device and equipment for providing product subpackage information and storage medium
Technical Field
The present invention relates to the field of computer applications, and in particular, to a method, an apparatus, a device, and a storage medium for providing product split charging information.
Background
At present, in both online shopping and offline shopping, a part of commodities are distributed and delivered according to a larger weight through wholesale, and then are distributed again according to a smaller weight in retail. For example, in the logistics of agricultural product transportation, particularly over long distances, agricultural products are typically first packaged at the source of origin, then sent to a distribution center, purchased by a seller, and then repackaged at that location. Taking imported cherries as an example, cherries are usually pre-packaged according to wholesale or local habits, such as 10 kg and 20 kg of each cherry, then multi-level packaging is performed according to the packaged cherries, then the packaged cherries are transported to a certain domestic trading market through a container, bidding purchase is performed in the trading market by local buyers, and the purchased commodities are re-packaged into small parts, such as 1 kg/5 kg and the like, and then the small parts are sold all over the country.
Such an approach may have the following problems: in the process of repacking from a large package into a small package, the freshness of the commodity, especially the agricultural product, is damaged once after the package is unsealed, and the quality of the product is affected. And if the packaged portion is too small, it will result in excessive packaging costs.
Therefore, the technical problem to be solved in the art is how to utilize the existing data to provide a reference of a proper dispensing weight so as to reduce the probability that a product is packaged into a small package by a large package in a detachable and sealed manner and reduce the packaging cost caused by excessive small packages when the product is dispensed according to the dispensing weight.
Disclosure of Invention
The present invention is directed to overcoming the above-mentioned drawbacks of the related art, and providing a method, an apparatus, an electronic device, and a storage medium for providing product split charging information, so as to provide a reference for a proper split charging weight by using the existing data, so as to reduce the probability of packaging a product into small packages by a large package, and reduce the packaging cost caused by excessive small packages.
According to an aspect of the present invention, there is provided a method of providing product dispensing information, comprising:
acquiring order data of the types of products to be subpackaged in a first time period;
calculating the order quantity of each first weight specification, wherein the first weight specification is the weight specification of the product in the order data;
determining at least one quasi-first weight specification based on the order quantity of each first weight specification;
calculating the total weight of the products placed by each placing user in a second time period from the order data of the first weight specification, wherein the second time period is less than or equal to the first time period;
calculating the order placing user number of each second weight specification based on the total order placing product weight of each order placing user in a second time period;
and determining a second weight specification based on the number of the ordering users of each second weight specification to serve as the product subpackaging information of the products to be subpackaged.
In some embodiments of the present invention, the obtaining the order data of the categories of the products to be dispensed in the first time period includes:
and screening the acquired order data according to the preset address type of the receiving address.
In some embodiments of the invention, the predetermined address type is a home.
In some embodiments of the invention, determining at least one quasi-first weight specification based on the quantity of orders for each first weight specification comprises:
calculating a first proportion of the order quantity of each first weight specification to the total obtained order quantity based on the order quantity of each first weight specification;
sorting the first weight specifications from big to small according to the first proportion;
at least one quasi-first weight specification is determined based on the sorted order of the first weight specifications.
In some embodiments of the invention, determining at least one quasi-first weight specification based on the sorted order of the first weight specification comprises:
taking a first weight specification ranked at the top N% as the quasi-first weight specification, wherein N is a constant greater than 0 and less than 100; or
And taking the first weight specification sequenced at the top M as the quasi first weight specification, wherein M is an integer which is greater than or equal to 1 and smaller than the total number of the first weight specifications.
In some embodiments of the invention, determining at least one quasi-first weight specification based on the sorted order of the first weight specification comprises:
determining the magnitude relation between the product of N% and the total number of the first weight specifications and M, wherein N is a constant which is more than 0 and less than 100, and M is an integer which is more than or equal to 1 and less than the total number of the first weight specifications;
if the product of the N% and the total number of the first weight specifications is less than or equal to M, taking the first weight specification which is ranked at the top N% as the quasi first weight specification;
and if the product of the N% and the total number of the first weight specifications is larger than M, taking the first weight specification which is sequenced at the top M positions as the quasi first weight specification.
In some embodiments of the present invention, calculating the total product weight of orders placed by each ordering user in the second time period in the order data of the self-calibrated first weight specification includes:
and self-aligning the order data of the first weight specification, and removing the order data of the order placing users of which the order placing quantity is greater than a first preset threshold value in a preset time period and is less than a second preset threshold value in other preset time periods, wherein the second preset threshold value is less than the first preset threshold value.
In some embodiments of the present invention, the total product weight of the orders for each ordering user in the second time period is used as the second weight specification.
In some embodiments of the invention, the second weight specification is a weight specification interval, and the calculating the ordered number of each second weight specification based on the total ordered product weight of each ordered user in the second time period comprises:
and calculating the number of orders of users of which the total weight of the orders of the products in the second time period falls into each weight specification interval.
In some embodiments of the present invention, the end points of adjacent weight specification intervals overlap such that the range of each weight specification interval does not include an end point, and such that each end point independently becomes a weight specification interval, the calculating the number of orders placed for each second weight specification based on the total weight of the products placed for each order placed user in the second time period comprises:
sequentially judging whether the order-placing user number of the end points meets a first number rule and a second number rule at the same time in the weight specification interval of each end point, wherein the first number rule is that the order-placing user number of the end point is smaller than the order-placing user number of each end point, and the second number rule is that the order-placing user number of the end point is smaller than the order-placing user number of each weight specification interval;
if so, merging the end point to two weight specification intervals adjacent to the end point, so that the two weight specification intervals both contain the end point, and the number of the order-placing users of the two weight specification intervals is respectively increased by half of the number of the order-placing users of the end point;
if not, the weight specification interval of the end point is maintained.
In some embodiments of the present invention, the determining a second weight specification as the product dispensing information of the product to be dispensed based on the number of the ordered users of each second weight specification includes:
calculating a second proportion of the number of order placing users of each second weight specification to the total number of order placing users based on the number of order placing users of each second weight specification;
sorting each of said second rearrangement lattices by size according to said second proportion;
determining a second weight metric lattice based on the sorted order of the second weight metrics.
In some embodiments of the invention, the determining a second weight specification based on the sorting order of the second weight specification comprises:
taking a second weight specification with the smallest weight in the second weight specifications ranked at the top P%, wherein P is a constant greater than 0 and less than 100, as the determined second weight specification; or
And taking the second weight standard with the smallest weight in the second weight standards ordered at the top Q as the determined second weight standard, wherein Q is an integer which is greater than or equal to 1 and smaller than the total number of the second weight standards.
In some embodiments of the invention, the product to be dispensed is an agricultural product, and the second time period is less than half of the first time period.
According to still another aspect of the present invention, there is also provided an apparatus for providing product dispensing information, including:
the system comprises an acquisition module, a display module and a display module, wherein the acquisition module is configured to acquire order data of the types of products to be subpackaged in a first time period;
a first calculating module configured to calculate the number of orders for which each first weight specification is obtained, the first weight specification being a weight specification of a product in the order data;
a first determination module configured to determine at least one quasi-first weight specification based on the order quantity for each first weight specification;
the second calculation module is configured to calculate the total weight of the products ordered by each ordering user within a second time period from the order data of the first weight specification, wherein the second time period is less than or equal to the first time period;
a third calculation module configured to calculate the number of orders placed for each second weight specification based on the total weight of the products for each order placed user within a second time period;
and the second determining module is configured to determine a second weight specification based on the number of ordering users of each second weight specification to serve as the product subpackaging information of the products to be subpackaged.
According to still another aspect of the present invention, there is also provided an electronic apparatus, including: a processor; a storage medium having stored thereon a computer program which, when executed by the processor, performs the steps as described above.
According to yet another aspect of the present invention, there is also provided a storage medium having stored thereon a computer program which, when executed by a processor, performs the steps as described above.
Compared with the prior art, the invention has the advantages that:
according to the invention, the first time period and the second time period are set, so that the first weight specification is firstly screened in the first time period, the screened orders are counted by the number of users with different second weight specifications in the second time period, the second weight specification which is used as the product subpackaging information of the products to be subpackaged is determined based on the number of the users for reference to subpackage the products, the probability that the products are packaged into small packages by assembling, disassembling and sealing large packages is reduced, and the packaging cost caused by excessive small packages is reduced.
Drawings
The above and other features and advantages of the present invention will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawings.
Fig. 1 shows a flowchart of a method of providing product dispensing information according to an embodiment of the present invention.
FIG. 2 illustrates a flow chart for determining at least one quasi-first weight specification based on an order quantity for each first weight specification, according to an embodiment of the invention.
FIG. 3 shows a flowchart for calculating the number of orders placed for each second weight specification based on the total weight of products placed for each order placed during a second time period, in accordance with one embodiment of the present invention.
Fig. 4 is a flowchart illustrating the step of determining a second weight specification as the product dispensing information of the product to be dispensed based on the number of the ordered users of each second weight specification according to an embodiment of the present invention.
Fig. 5 is a block diagram illustrating an apparatus for providing product dispensing information according to an embodiment of the present invention.
Fig. 6 schematically illustrates a computer-readable storage medium in an exemplary embodiment of the invention.
Fig. 7 schematically illustrates an electronic device in an exemplary embodiment of the invention.
Detailed Description
Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many different forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.
Furthermore, the drawings are merely schematic illustrations of the invention and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus their repetitive description will be omitted. Some of the block diagrams shown in the figures are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and/or processor devices and/or microcontroller devices.
The flow charts shown in the drawings are merely illustrative and do not necessarily include all of the steps. For example, some steps may be decomposed, and some steps may be combined or partially combined, so that the actual execution sequence may be changed according to the actual situation.
In various embodiments of the present invention, the method for providing product split charging information provided by the present invention may be applied to a platform or a device capable of providing product split charging information, such as an e-commerce platform, a logistics platform, a server in a production place of a product, and the like. The foregoing merely provides various application scenarios of the present invention, and the application scenarios of the present invention are not limited thereto, and are not repeated herein.
Fig. 1 shows a flowchart of a method of providing product dispensing information according to an embodiment of the present invention. The method for providing the product split charging information comprises the following steps:
step S110: and acquiring order data of the types of the products to be subpackaged in the first time period.
Specifically, historical order data of the categories of the products to be dispensed can be obtained from an e-commerce platform. The classification fine granularity of the categories can be set as required, and the invention is not limited thereto. Further, in some embodiments, the category may be an attribute value of each product on the e-commerce platform, and thus, the order data for the category may be automatically obtained based on the attribute value. In other embodiments, the e-commerce platform does not store the product type information, and order data of the same type as the product to be dispensed can be acquired in a type identification mode. The class identification may be obtained, for example, by product name and/or product image (via trained machine learning model) identification. The category identification can also be performed by calculating the similarity between the product name of the product to be dispensed and the product name of each product on the e-commerce platform (if the similarity is greater than a predetermined threshold, it indicates that the products belong to the same category). The present invention can be implemented in many different ways, which are not described herein.
Step S120: and calculating the order quantity of each first weight specification, wherein the first weight specification is the weight specification of the product in the order data.
Specifically, in the e-commerce platform, when a product purchase is made, different options of product attributes (such as color, size, weight specification) are provided (different product attributes link SKUs), and the user can select the corresponding product attribute option to place an order. Wherein the provided weight specification is generally the subpackage weight specification of the product. The first weight specification in step S120 may refer to a weight specification in the product attributes in the order data. Thus, step S120 may automatically go to the first weight specification of the product for which each order data is obtained from each order data.
Further, considering that in an actual scenario, there may be a case where the number of the same weight specification in the same order is greater than 1 when the user places an order, in order to achieve accurate statistics, even when the number of the same weight specification in the same order is a (a is greater than 1), the order number of the weight specification is increased by a (instead of only by 1) when the order is counted.
Step S130: at least one quasi-first weight specification is determined based on the order quantity for each first weight specification.
Specifically, the quasi-first weight specification determined in step S130 is used for order screening, and the quasi-first weight specification is the first weight specification with a larger number of orders. The specific implementation of step S130 will be described in detail with reference to fig. 2, and will not be described herein again.
Step S140: and calculating the total weight of the products placed by each placing user in a second time period from the order data of the first weight specification, wherein the second time period is less than or equal to the first time period.
Specifically, in consideration of the consumption period of the ordering user, the shelf life of the product to be dispensed, and other factors, in step S140, the total weight of the ordered product of each ordering user is counted based on the screened order data and the second time period, so as to facilitate further processing in the subsequent steps.
In some embodiments of the invention, the product to be dispensed may be an agricultural product, and the second time period may be less than half of the first time period, taking into account the short shelf life of the product and the large effect on freshness and quality over time. In some implementations, the first time period can be set, for example, to one month, two months, six months, etc.; the second time period may be correspondingly set to be one week, two weeks, one month, etc., the present invention is not limited thereto, and the first time period and the second time period may be set to be other time periods as needed.
Step S150: and calculating the order placing user number of each second weight specification based on the total order placing product weight of each order placing user in the second time period.
Specifically, after the total product weight of the orders placed by each order placing user in the second time period is counted in step S140, the number of the order placing users of each second weight specification is calculated in step S150, so that it can be determined that the second weight specification is used more.
Step S160: and determining a second weight specification based on the number of the ordering users of each second weight specification to serve as the product subpackaging information of the products to be subpackaged.
In the method for providing the product subpackaging information, the first time period and the second time period are set, so that the first weight specification is firstly screened in the first time period, the screened orders are counted by the second time period according to the number of users with different second weight specifications, the second weight specification serving as the product subpackaging information of the products to be subpackaged is determined based on the number of the users for reference to subpackage the products, the probability that the products are packaged into small packages by assembling, disassembling and sealing large packages is reduced, and the packaging cost caused by excessive small packages is reduced.
In some embodiments of the present invention, the step S110 of fig. 1 of obtaining order data of the categories of the products to be dispensed in the first time period may further include the following steps: and screening the acquired order data according to the preset address type of the receiving address. Specifically, the address types may include, but are not limited to, residential, business center, office building, school, and the like. Considering that the number of people in a business center, an office building and a school is large, it is difficult to accurately calculate the weight of a product placed by a user (or a family of the user) placing an order. Thus, in some embodiments, the preset address type may be a home. Therefore, order data are screened according to the address types, so that the obtained data can represent the weight of a product placed by a placing user (or a family of the placing user), meanwhile, the calculation amount of data required to be counted in the subsequent steps is reduced, and the execution efficiency of the system is improved.
Referring now to FIG. 2, FIG. 2 illustrates a flow chart for determining at least one quasi-first weight specification based on an order quantity for each first weight specification, according to an embodiment of the present invention. Fig. 2 shows the following steps together:
step S131: based on the order quantity of each first weight specification, a first ratio of the order quantity of each first weight specification to the total order quantity obtained is calculated.
Specifically, the order quantity and the total order quantity described in step S131 are the actual order quantity of the first weight specification described in the detailed description of step S130.
Step S132: and sequencing the first weight specifications from big to small according to the first proportion.
Specifically, the step S132 describes that the weight is sorted from large to small, but the present invention is not limited thereto, and the sorting from small to large is also within the protection scope of the present invention, and the different sorting manners have different selecting directions when the first weight specification is actually determined (when the weight is sorted from large to small, the weight can be selected from front to back, and when the weight is sorted from small to large, the weight can be selected from back to front).
Step S133: at least one quasi-first weight specification is determined based on the sorted order of the first weight specifications.
Specifically, in some embodiments, step S133 may take the first weight specification ranked first N% as the quasi-first weight specification. Wherein N is a constant greater than 0 and less than 100. In other embodiments, step S133 may also use the first weight specification ordered at the top M bits as the quasi-first weight specification. Wherein M is an integer greater than or equal to 1 and less than the first weight specification total number. Therefore, the first weight specification with a larger order number and a higher rank can be determined as at least one quasi first weight specification, so that order screening is carried out, and subsequent statistical processing on orders with the first weight specification with a smaller order number is not needed. Further, in a preferred embodiment, the magnitude of M is related to the product of N% and the first weight metric total. Wherein, N is a constant which is more than 0 and less than 100, and M is an integer which is more than or equal to 1 and less than the total number of the first weight specification. And if the product of the N% and the total number of the first weight specifications is less than or equal to M, taking the first weight specification which is ranked at the top N% as the quasi first weight specification. And if the product of the N% and the total number of the first weight specifications is larger than M, taking the first weight specification which is sequenced at the top M positions as the quasi first weight specification. Therefore, different determining modes of the quasi-first weight specification can be combined, so that the number of the quasi-first weight specification in multiple modes is small, the data processing amount of the subsequent steps is further reduced, and the system processing efficiency is improved. In some specific implementations, N may be set to 10, 20, 30, etc., M may be set to 5, 10, 15, etc., and N and M may be set as needed, which is not described herein again.
Furthermore, the implementation manner of sorting according to the proportion is described in the above steps, the present invention is not limited to this, and the implementation manner of sorting according to the order number directly is also within the protection scope of the present invention.
Specifically, in some embodiments of the present invention, the order data may be further filtered in step S140 of fig. 1. For example, order data for an order user having an order quantity greater than a first predetermined threshold for a predetermined time period and less than a second predetermined threshold, which is less than the first predetermined threshold, for other predetermined time periods may be removed from the order data for the first weight specification. Thus, orders of a large number of non-active users can be placed in a short time (e.g., 10 places in the same day, no more orders are placed later). Considering that such user' S order is often temporary and the purchase behavior thereof is not referential, it is removed in step S140, on the one hand, to increase the reference value of the processed order data; on the other hand, the data volume to be processed is further reduced, and the system execution efficiency is improved.
In some embodiments of the present invention, the total product weight of the orders ordered by the ordering user in the second time period may be used as the second weight specification. Therefore, the obtained second weight standard is more flexible and is closer to the actual condition of ordering by an ordering user, so that when the second weight standard is used as product subpackaging information, the probability that the product is packaged into a small package by a large package in an assembling and disassembling way is further reduced, and meanwhile, the packaging cost caused by excessive small packages is reduced.
In other embodiments of the present invention, the second weight specification is a weight specification interval. In this embodiment, step S150 of fig. 1 may include the following steps: and calculating the number of orders of users of which the total weight of the orders of the products in the second time period falls into each weight specification interval. Accordingly, the second weight specification is counted by the weight specification section, the number of the second weight specifications to be counted is reduced, the standardized dispensing information can be provided (in other words, the weight specification section can be determined according to the existing packaging method), and the cost for providing a new packaging method for a special second weight specification is reduced. Specifically, this step may be implemented by FIG. 3, which is a flow chart illustrating the calculation of the number of orders placed for each second weight specification based on the total weight of products placed for each order user within a second time period, according to one embodiment of the present invention. In the embodiment shown in fig. 3, the endpoints of adjacent weight specification intervals are overlapped, the range of each weight specification interval does not include the endpoint, and each endpoint is independently a weight specification interval. For example, it is possible to set (0-0.5 kg); 0.5 kilogram; (0.5 kg-1 kg); 1 kilogram; (1 kg-1.5 kg); 1.5 kg, and so on.
Fig. 3 shows the following steps in total:
step S171: and sequentially judging whether the order-placing user number of the end point meets a first number rule and a second number rule at the same time in the weight specification interval of each end point, wherein the first number rule is that the order-placing user number of the end point is smaller than the order-placing user number of each end point, and the second number rule is that the order-placing user number of the end point is smaller than the order-placing user number of each weight specification interval.
If the determination in step S171 is yes, step S172 is executed: merging the end point to two weight specification intervals adjacent to the end point, so that the two weight specification intervals both contain the end point, and the number of the order-placing users of the two weight specification intervals is respectively increased by half of the number of the order-placing users of the end point.
If the determination in step S171 is no, step S173 is executed: the weight specification interval of the end point is maintained.
Therefore, whether the number of ordering users at the end point is small or not is judged through the number rule and the second numerical measuring rule, if the number is small, the ordering users can be merged into the adjacent weight specification interval, and independent statistics is not needed; if the number is large, individual statistics may be performed so that individual package information may be provided. For example, for 1 kg, if the number of lower singles of 1 kg is less than the number of lower singles of the endpoints 0.5 kg and 1.5 kg, and less than the interval where the number of lower singles is the smallest (1 kg-1.5 kg), then 1 kg is merged into the interval (0.5 kg-1 kg) and the interval (1 kg-1.5 kg). When the number of the 1 kg of order-giving users is 4, then merging 1 kg into the interval (0.5 kg-1 kg) and the interval (1 kg-1.5 kg), and increasing the number of the 1 kg of order-giving users merged into the interval (0.5 kg-1 kg) and the interval (1 kg-1.5 kg) by half of the number of the 1 kg of order-giving users respectively. The above is merely a schematic description of the implementation of step S171 to step S173, and the present invention is not limited thereto.
Referring now to fig. 4, fig. 4 is a flow chart illustrating the determination of a second weight specification as product dispensing information of the product to be dispensed based on the number of ordered users of each second weight specification according to an embodiment of the present invention. Fig. 4 shows the following steps in total:
step S161: and calculating a second proportion of the number of the order-placing users of each second weight specification to the total number of the order-placing users based on the number of the order-placing users of each second weight specification.
Step S162: sorting each of the second rearrangement lattices by size from larger to smaller according to the second proportion.
Specifically, the step S162 describes that the sorting is performed in a small-to-small manner, but the present invention is not limited thereto, and the sorting is performed in a small-to-large manner, and the different sorting manners have different selecting directions when the second heavy gauge is actually determined (when the sorting is performed in a small-to-large manner, the selecting may be performed from front to back in the sorting order, and when the sorting is performed in a small-to-large manner, the selecting may be performed from back to front in the sorting order).
Step S163: determining a second weight metric lattice based on the sorted order of the second weight metrics.
In some embodiments, step S163 may determine, as the determined second weight specification, the second weight specification with the smallest weight in the second weight specifications ranked at the top P%. P is a constant greater than 0 and less than 100. In other embodiments, step S163 may determine, as the determined second duplication format, a second duplication format with the smallest weight among the second weight formats ordered at the top Q, where Q is an integer greater than or equal to 1 and less than the total number of the second duplication formats. The present invention can be implemented in many different ways, which are not described herein. Specifically, when the method is applied to scenes such as agricultural products and fresh products, the smaller the second duplication format is, the smaller the probability that the second duplication format is subsequently unpacked and repackaged into small packages is, and therefore, the second duplication format with the smallest weight is preferentially selected as the product split information from the plurality of second duplication formats which are used more, so as to ensure the freshness and the quality of the products.
Furthermore, the implementation manner of sorting according to the proportion is described in the above steps, and the present invention is not limited thereto, and the implementation manner of sorting according to the number of the next single users is also within the protection scope of the present invention.
Further, after determining a second weight specification as the product dispensing information of the product to be dispensed based on the number of ordering users of each second weight specification in step S160, various pushing/displaying modes of the product dispensing information can be implemented, so as to facilitate product dispensing guidance. Further, in some embodiments that the product is dispensed through the device, the product dispensing information obtained in step S160 may be directly sent to the product dispensing device, so as to control the product dispensing device to automatically package the product according to the determined second weighing format, thereby implementing automatic packaging. The invention is capable of many variations and is not limited thereto.
The above are merely a plurality of specific implementation manners of the method for providing product split charging information of the present invention, and each implementation manner may be implemented independently or in combination, and the present invention is not limited thereto. Furthermore, the flow charts of the present invention are merely schematic, the execution sequence between the steps is not limited thereto, and the steps can be split, combined, exchanged sequentially, or executed synchronously or asynchronously in other ways within the protection scope of the present invention.
Referring now to fig. 5, fig. 5 is a block diagram illustrating an apparatus for providing product dispensing information in accordance with an embodiment of the present invention. The apparatus 200 for providing product split charging information includes an obtaining module 210, a first calculating module 220, a first determining module 230, a second calculating module 240, a third calculating module 250, and a second determining module 260.
The obtaining module 210 is configured to obtain order data of the categories of the products to be dispensed within a first time period;
the first calculating module 220 is configured to calculate the number of orders to obtain each first weight specification, the first weight specification being the weight specification of the product in the order data;
the first determining module 230 is configured to determine at least one quasi-first weight specification based on the order quantity for each first weight specification;
the second calculating module 240 is configured to calculate the total product weight of the order placed by each ordering user within a second time period from the order data of the first weight specification, wherein the second time period is less than or equal to the first time period;
the third calculation module 250 is configured to calculate the number of orders placed for each second weight specification based on the total weight of products placed for each order placed for each user in the second time period;
the second determining module 260 is configured to determine a second weight specification as the product packaging information of the product to be packaged based on the number of ordering users of each second weight specification.
In the device for providing the product split charging information according to the exemplary embodiment of the present invention, the first time period and the second time period are set, so that the first weight specification is firstly screened in the first time period, the screened order is subjected to statistics of the number of users with different second weight specifications in the second time period, and the second weight specification which is the product split charging information of the product to be split charged is determined based on the number of users for reference to carry out the product split charging, thereby reducing the probability that the product is packaged into small packages by the large package in a detachable and sealed manner, and reducing the packaging cost caused by excessive small packages.
Fig. 5 is a schematic diagram illustrating the apparatus 200 for providing product split information provided by the present invention, respectively, and the splitting, combining and adding of modules are within the scope of the present invention without departing from the concept of the present invention. The apparatus 200 for providing product split charging information according to the present invention can be implemented by software, hardware, firmware, plug-in and any combination thereof, which is not limited to the present invention.
In an exemplary embodiment of the invention, a computer-readable storage medium is also provided, on which a computer program is stored, which when executed by, for example, a processor, may implement the steps of the method of providing product split charging information described in any of the above embodiments. In some possible embodiments, the various aspects of the present invention may also be implemented in the form of a program product comprising program code means for causing a terminal device to carry out the steps according to various exemplary embodiments of the present invention as described in the method section of providing product sub-packaging information mentioned above in this description, when said program product is run on the terminal device.
Referring to fig. 6, a program product 700 for implementing the above method according to an embodiment of the present invention is described, which may employ a portable compact disc read only memory (CD-ROM) and include program code, and may be run on a terminal device, such as a personal computer. However, the program product of the present invention is not limited in this regard and, in the present document, a readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
The program product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The computer readable storage medium may include a propagated data signal with readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A readable storage medium may also be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a readable storage medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the tenant computing device, partly on the tenant device, as a stand-alone software package, partly on the tenant computing device and partly on a remote computing device, or entirely on the remote computing device or server. In the case of remote computing devices, the remote computing devices may be connected to the tenant computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., through the internet using an internet service provider).
In an exemplary embodiment of the invention, there is also provided an electronic device that may include a processor and a memory for storing executable instructions of the processor. Wherein the processor is configured to perform the steps of the method of providing product dispensing information of any of the above embodiments via execution of the executable instructions.
As will be appreciated by one skilled in the art, aspects of the present invention may be embodied as a system, method or program product. Thus, various aspects of the invention may be embodied in the form of: an entirely hardware embodiment, an entirely software embodiment (including firmware, microcode, etc.) or an embodiment combining hardware and software aspects that may all generally be referred to herein as a "circuit," module "or" system.
An electronic device 500 according to this embodiment of the invention is described below with reference to fig. 7. The electronic device 500 shown in fig. 7 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 7, the electronic device 500 is embodied in the form of a general purpose computing device. The components of the electronic device 500 may include, but are not limited to: at least one processing unit 510, at least one memory unit 520, a bus 530 that couples various system components including the memory unit 520 and the processing unit 510, a display unit 540, and the like.
Wherein the storage unit stores program code executable by the processing unit 510 to cause the processing unit 510 to perform the steps according to various exemplary embodiments of the present invention described in the method section of providing product dispensing information described above in this specification. For example, the processing unit 510 may perform the steps as shown in any one or more of fig. 1-2.
The memory unit 520 may include a readable medium in the form of a volatile memory unit, such as a random access memory unit (RAM)5201 and/or a cache memory unit 5202, and may further include a read only memory unit (ROM) 5203.
The memory unit 520 may also include a program/utility 5204 having a set (at least one) of program modules 5205, such program modules 5205 including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which, or some combination thereof, may comprise an implementation of a network environment.
Bus 530 may be one or more of any of several types of bus structures including a memory unit bus or memory unit controller, a peripheral bus, an accelerated graphics port, a processing unit, or a local bus using any of a variety of bus architectures.
The electronic device 500 may also communicate with one or more external devices 600 (e.g., keyboard, pointing device, bluetooth device, etc.), with one or more devices that enable a tenant to interact with the electronic device 500, and/or with any devices (e.g., router, modem, etc.) that enable the electronic device 500 to communicate with one or more other computing devices. Such communication may be through input/output (I/O) interfaces 550. Also, the electronic device 500 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN) and/or a public network, such as the Internet) via the network adapter 560. The network adapter 560 may communicate with other modules of the electronic device 500 via the bus 530. It should be appreciated that although not shown in the figures, other hardware and/or software modules may be used in conjunction with the electronic device 500, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.
Through the above description of the embodiments, those skilled in the art will readily understand that the exemplary embodiments described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, the technical solution according to the embodiment of the present invention may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (which may be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to enable a computing device (which may be a personal computer, a server, or a network device, etc.) to execute the above method for providing product split charging information according to the embodiment of the present invention.
Compared with the prior art, the invention has the advantages that:
according to the invention, the first time period and the second time period are set, so that the first weight specification is firstly screened in the first time period, the screened orders are counted by the number of users with different second weight specifications in the second time period, the second weight specification which is used as the product subpackaging information of the products to be subpackaged is determined based on the number of the users for reference to subpackage the products, the probability that the products are packaged into small packages by assembling, disassembling and sealing large packages is reduced, and the packaging cost caused by excessive small packages is reduced.
Other embodiments of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the invention and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the invention being indicated by the following claims.

Claims (16)

1. A method of providing product dispensing information, comprising:
acquiring order data of the types of products to be subpackaged in a first time period;
calculating the order quantity of each first weight specification, wherein the first weight specification is the weight specification of the product in the order data;
determining at least one quasi-first weight specification based on the order quantity of each first weight specification;
calculating the total weight of the products placed by each placing user in a second time period from the order data of the first weight specification, wherein the second time period is less than or equal to the first time period;
calculating the order placing user number of each second weight specification based on the total order placing product weight of each order placing user in a second time period;
and determining a second weight specification based on the number of the ordering users of each second weight specification to serve as the product subpackaging information of the products to be subpackaged.
2. The method of claim 1, wherein the obtaining order data for the categories of products to be dispensed during the first time period comprises:
and screening the acquired order data according to the preset address type of the receiving address.
3. The method of providing product dispensing information as recited in claim 2 wherein the predetermined address type is a home.
4. The method of providing product split information as claimed in claim 1, wherein said determining at least one quasi-first weight specification based on the number of orders for each first weight specification comprises:
calculating a first proportion of the order quantity of each first weight specification to the total obtained order quantity based on the order quantity of each first weight specification;
sorting the first weight specifications from big to small according to the first proportion;
at least one quasi-first weight specification is determined based on the sorted order of the first weight specifications.
5. The method of providing product dispensing information as recited in claim 4 wherein determining at least one quasi-first weight specification based on the sorted order of the first weight specification comprises:
taking a first weight specification ranked at the top N% as the quasi-first weight specification, wherein N is a constant greater than 0 and less than 100; or
And taking the first weight specification sequenced at the top M as the quasi first weight specification, wherein M is an integer which is greater than or equal to 1 and smaller than the total number of the first weight specifications.
6. The method of providing product dispensing information as recited in claim 4 wherein determining at least one quasi-first weight specification based on the sorted order of the first weight specification comprises:
determining the magnitude relation between the product of N% and the total number of the first weight specifications and M, wherein N is a constant which is more than 0 and less than 100, and M is an integer which is more than or equal to 1 and less than the total number of the first weight specifications;
if the product of the N% and the total number of the first weight specifications is less than or equal to M, taking the first weight specification which is ranked at the top N% as the quasi first weight specification;
and if the product of the N% and the total number of the first weight specifications is larger than M, taking the first weight specification which is sequenced at the top M positions as the quasi first weight specification.
7. The method of claim 1, wherein calculating the total ordered weight of the ordered products for each ordering user over the second time period from the order data of the first weight specification comprises:
and self-aligning the order data of the first weight specification, and removing the order data of the order placing users of which the order placing quantity is greater than a first preset threshold value in a preset time period and is less than a second preset threshold value in other preset time periods, wherein the second preset threshold value is less than the first preset threshold value.
8. The method of claim 1, wherein the second weight specification is a total product weight ordered by each ordering user over a second time period.
9. The method of claim 1, wherein the second weight specification is a weight specification interval, and wherein calculating the number of orders placed for each second weight specification based on the total weight of products placed for each order placed user over a second time period comprises:
and calculating the number of orders of users of which the total weight of the orders of the products in the second time period falls into each weight specification interval.
10. The method of claim 9, wherein the end points of adjacent weight specification intervals overlap such that the range of each weight specification interval does not include an end point and such that each end point is independent of a weight specification interval, and wherein calculating the number of orders placed for each second weight specification based on the total weight of the products placed for each order placed user over the second time period comprises:
sequentially judging whether the order-placing user number of the end points meets a first number rule and a second number rule at the same time in the weight specification interval of each end point, wherein the first number rule is that the order-placing user number of the end point is smaller than the order-placing user number of each end point, and the second number rule is that the order-placing user number of the end point is smaller than the order-placing user number of each weight specification interval;
if so, merging the end point to two weight specification intervals adjacent to the end point, so that the two weight specification intervals both contain the end point, and the number of the order-placing users of the two weight specification intervals is respectively increased by half of the number of the order-placing users of the end point;
if not, the weight specification interval of the end point is maintained.
11. The method of claim 1, wherein the determining a second weight specification as the product dispensing information of the product to be dispensed based on the number of the next users of each second weight specification comprises:
calculating a second proportion of the number of order placing users of each second weight specification to the total number of order placing users based on the number of order placing users of each second weight specification;
sorting each of said second rearrangement lattices by size according to said second proportion;
determining a second weight metric lattice based on the sorted order of the second weight metrics.
12. The method of providing product dispensing information as recited in claim 11 wherein said determining a second weight metric based on the ranked order of said second weight metric comprises:
taking a second weight specification with the smallest weight in the second weight specifications ranked at the top P%, wherein P is a constant greater than 0 and less than 100, as the determined second weight specification; or
And taking the second weight standard with the smallest weight in the second weight standards ordered at the top Q as the determined second weight standard, wherein Q is an integer which is greater than or equal to 1 and smaller than the total number of the second weight standards.
13. The method of any one of claims 1 to 12, wherein the product to be dispensed is an agricultural product and the second time period is less than half of the first time period.
14. An apparatus for providing product dispensing information, comprising:
the system comprises an acquisition module, a display module and a display module, wherein the acquisition module is configured to acquire order data of the types of products to be subpackaged in a first time period;
a first calculating module configured to calculate the number of orders for which each first weight specification is obtained, the first weight specification being a weight specification of a product in the order data;
a first determination module configured to determine at least one quasi-first weight specification based on the order quantity for each first weight specification;
the second calculation module is configured to calculate the total weight of the products ordered by each ordering user within a second time period from the order data of the first weight specification, wherein the second time period is less than or equal to the first time period;
a third calculation module configured to calculate the number of orders placed for each second weight specification based on the total weight of the products for each order placed user within a second time period;
and the second determining module is configured to determine a second weight specification based on the number of ordering users of each second weight specification to serve as the product subpackaging information of the products to be subpackaged.
15. An electronic device, characterized in that the electronic device comprises:
a processor;
a memory having stored thereon a computer program that, when executed by the processor, performs:
a method as claimed in any one of claims 1 to 13 for providing product dispensing information.
16. A storage medium having a computer program stored thereon, the computer program when executed by a processor performing:
a method as claimed in any one of claims 1 to 13 for providing product dispensing information.
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