CN110517001A - A kind of timeliness guest room commodity go the method, apparatus and system of inventory - Google Patents
A kind of timeliness guest room commodity go the method, apparatus and system of inventory Download PDFInfo
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- CN110517001A CN110517001A CN201910807865.1A CN201910807865A CN110517001A CN 110517001 A CN110517001 A CN 110517001A CN 201910807865 A CN201910807865 A CN 201910807865A CN 110517001 A CN110517001 A CN 110517001A
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- G—PHYSICS
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- G06Q—INFORMATION 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
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
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- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0269—Targeted advertisements based on user profile or attribute
- G06Q30/0271—Personalized advertisement
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
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Abstract
The present invention relates to big data analysis technical fields, specifically disclose the method that a kind of timeliness guest room commodity go inventory, wherein the method that timeliness guest room commodity go inventory includes: the user behavior data for obtaining user terminal；Obtain the timeliness guest room merchandise news to be promoted at businessman end；User behavior data progress data are analyzed to obtain user characteristic data；User tag data are formed according to the timeliness guest room merchandise news to be promoted；The user characteristic data is matched with the user tag data, obtains target user's set；Timeliness guest room merchandise news to be promoted is pushed to target user set.The invention also discloses the apparatus and systems that a kind of timeliness guest room commodity go inventory.The method that timeliness guest room provided by the invention commodity go inventory can effectively help the inventory of businessman's removal timeliness guest room commodity, to improve the income of businessman.
Description
Technical field
The present invention relates to big data analysis technical field more particularly to a kind of timeliness guest room commodity go inventory method,
A kind of timeliness guest room commodity remove the device of inventory and go to the timeliness guest room of the device of inventory including the timeliness guest room commodity
The system that commodity go inventory.
Background technique
With the rapid development of Internet, the clothing, food, lodging and transportion -- basic necessities of life of people can directly be settled by mobile phone, all kinds of APP such as rain
It is appeared in as spring bamboo in major application market afterwards, all kinds of entity businessmans have also one after another moved sale under line on line to, some quotient
Family enters more platforms to achieve the purpose that improve sales volume, and hotel is naturally no exception.It is pre- to can provide hotel currently on the market
The software or website ordered are big and small more than 10, and user does not have to go out, as long as there is network, has mobile phone that can complete purpose
The reservation in the hotel on ground.
It is to calculate in an amount for inventory, as soon as sale, total amount is lacked for one merchandise classification, and multi-pin is sold also daily
It is that few sale influences not being that very greatly, as long as last all sell off, income is the same for businessman, but this kind of for guest room
For the commodity that inventory updates daily, cross at 24 points without the room subscribed away daily, the value of the creation of the previous day is exactly
0, therefore guest room idle daily is more, the profit of businessman is lower, we claim this library in people place in the guest room and Peasants Joy in hotel
Depositing the commodity updated daily is perishable commodity, and have the APP for subscribing guest room function or website currently on the market is one at present
A to be used to show businessman's commodity, provide the tool of reservation approach, situation about leaving unused without any one to guest room does corresponding place
Reason measure.
Summary of the invention
The present invention is directed at least solve one of the technical problems existing in the prior art, a kind of timeliness guest room commodity are provided
It goes the method for inventory, a kind of timeliness guest room commodity to remove the device of inventory and removes the device of inventory including the timeliness guest room commodity
The timeliness guest room commodity system of going inventory, to solve the problems of the prior art.
As the first aspect of the invention, a kind of timeliness guest room method that commodity go inventory is provided, wherein when described
The method that effect property guest room commodity go inventory includes:
Obtain the user behavior data of user terminal；
Obtain the timeliness guest room merchandise news to be promoted at businessman end；
User behavior data progress data are analyzed to obtain user characteristic data；
User tag data are formed according to the timeliness guest room merchandise news to be promoted；
The user characteristic data is matched with the user tag data, obtains target user's set；
Timeliness guest room merchandise news to be promoted is pushed to target user set.
Preferably, the timeliness guest room merchandise news to be promoted includes: timeliness guest room commodity position, promotion
Date, promotion period rebate value corresponding with the promotion period.
Preferably, it is described by the user behavior data progress data analyze to obtain user characteristic data include:
The keyword and use recorded according to the merchandise classification of user's purchase, tour schedule, city of returning the car, flight destination, search
The registration of family lodging intention is screened to obtain user characteristic data.
Preferably, described to match the user characteristic data with the user tag data, obtain target user
Set includes:
The user characteristic data is matched with the user tag data；
Judge there is whether the user of user characteristic data is target user；
If the user characteristic data and any one user tag Data Matching, it is determined that this has the use of user characteristic data
Family is target user；
Multiple target users are formed into target user's set.
As the second aspect of the invention, the device that a kind of timeliness guest room commodity go inventory is provided, wherein when described
Effect property guest room commodity go the device of inventory to include:
First obtains module, and the first acquisition module is used to obtain the user behavior data of user terminal；
Second obtains module, and the second acquisition module is used to obtain the timeliness guest room merchandise news to be promoted at businessman end；
Data analysis module, the data analysis module are used to analyze user behavior data progress data to obtain user spy
Levy data；
Module is formed, the module that formed is used to form user tag number according to the timeliness guest room merchandise news to be promoted
According to；
Data match module, the data match module are used to carry out the user characteristic data and the user tag data
Matching obtains target user's set；
Pushing module, the pushing module are used to push commodity letter in timeliness guest room to be promoted to target user set
Breath.
As the third aspect of the invention, a kind of timeliness guest room system that commodity go inventory is provided, wherein when described
The system that effect property guest room commodity go inventory includes: that user terminal, businessman end and previously described timeliness guest room commodity go inventory's
Device, the user terminal and the businessman end go the device of inventory to communicate to connect with timeliness guest room commodity, the use
Family end is for acquiring user behavior data, and the businessman end is for issuing timeliness guest room merchandise news to be promoted, when described
Effect property guest room commodity go the device of inventory to be used for according to the user behavior data and the timeliness guest room quotient to be promoted
Product information obtains target user's set after carrying out data analysis, and can gather to target user and push timeliness visitor to be promoted
Room merchandise news.
Preferably, it includes cloud platform server that timeliness guest room commodity, which remove the device of inventory,.
The method that timeliness guest room provided by the invention commodity go inventory, by by user behavior data with wait promote when
Effect property guest room merchandise news is matched, and target user's set can be obtained, and is then pushed to target user's set to be promoted
Timeliness guest room merchandise news, the method that this timeliness guest room commodity provided by the invention go inventory can effectively help businessman
The inventory for removing timeliness guest room commodity, to improve the income of businessman.
Detailed description of the invention
The drawings are intended to provide a further understanding of the invention, and constitutes part of specification, with following tool
Body embodiment is used to explain the present invention together, but is not construed as limiting the invention.In the accompanying drawings:
Fig. 1 is the flow chart for the method that timeliness guest room provided by the invention commodity go inventory.
Fig. 2 is a kind of embodiment flow chart that target user provided by the invention gathers acquisition process.
Fig. 3 is the another embodiment flow chart that target user provided by the invention gathers acquisition process.
Fig. 4 is the structural block diagram for the device that timeliness guest room provided by the invention commodity go inventory.
Fig. 5 is the structural block diagram for the system that timeliness guest room provided by the invention commodity go inventory.
Fig. 6 is the specific embodiment block diagram for the system that timeliness guest room provided by the invention commodity go inventory.
Specific embodiment
Below in conjunction with attached drawing, detailed description of the preferred embodiments.It should be understood that this place is retouched
The specific embodiment stated is merely to illustrate and explain the present invention, and is not intended to restrict the invention.
As the first aspect of the invention, a kind of timeliness guest room method that commodity go inventory is provided, wherein such as Fig. 1
Shown, the method that timeliness guest room commodity go inventory includes:
S110, the user behavior data for obtaining user terminal；
S120, the timeliness guest room merchandise news to be promoted for obtaining businessman end；
S130, user behavior data progress data are analyzed to obtain user characteristic data；
S140, user tag data are formed according to the timeliness guest room merchandise news to be promoted；
S150, the user characteristic data is matched with the user tag data, obtains target user's set；
S160, Xiang Suoshu target user set push timeliness guest room merchandise news to be promoted.
The method that timeliness guest room provided by the invention commodity go inventory, by by user behavior data with wait promote when
Effect property guest room merchandise news is matched, and target user's set can be obtained, and is then pushed to target user's set to be promoted
Timeliness guest room merchandise news, the method that this timeliness guest room commodity provided by the invention go inventory can effectively help businessman
The inventory for removing timeliness guest room commodity, to improve the income of businessman.
It should be understood that the method that this timeliness guest room commodity provided by the invention go inventory is built upon user's tool
It is carried out under the premise of having consumption wish, i.e., user is to be look for timeliness guest room commodity, so institute's time-effectiveness is not present
Guest room commodity one does not have the case where being sold by.
Specifically, the timeliness guest room merchandise news to be promoted includes: timeliness guest room commodity position, promotion
Date, promotion period rebate value corresponding with the promotion period.
Specifically, it is described by the user behavior data progress data analyze to obtain user characteristic data include:
The keyword and use recorded according to the merchandise classification of user's purchase, tour schedule, city of returning the car, flight destination, search
The registration of family lodging intention is screened to obtain user characteristic data.
Specifically, described to match the user characteristic data with the user tag data, obtain target user
Set includes:
The user characteristic data is matched with the user tag data；
Judge there is whether the user of user characteristic data is target user；
If the user characteristic data and any one user tag Data Matching, it is determined that this has the use of user characteristic data
Family is target user；
Multiple target users are formed into target user's set.
It is retouched in detail below with reference to a kind of embodiment that Fig. 2 gathers acquisition process to target user provided by the invention
It states.
(a) target user's label is set, to be described by user characteristics of the target labels to target user.Fig. 2's
Target user's label of embodiment one is user's usage behavior label, for example has the quotient for subscribing commodity behavior on the day of record user
The affiliated businessman location label of product, the merchandise classification label etc. that record user subscribed on the same day.
(b) user's portrait is constituted in the behavior of user terminal according to user.The commodity class bought according to the user being collected into
Not, the user behaviors such as keyword of tour schedule, city of returning the car, flight destination, search record, constitute characterization user behavior
User's portrait.
(c) target user's label of setting and user portrait are matched, obtain target user, target user's label it
Between relationship can be " and " and be also possible to " or ".Such as the businessman location label and commodity class set in matching step (a)
Distinguishing label, the relationship between two labels is " and ", then it represents that the target user of acquisition needs that businessman location can be matched simultaneously
Label and merchandise classification label.
(d) the matching screening of database is completed, the target user filtered out forms target user's set.
The another embodiment that target user provided by the invention gathers acquisition process is carried out below with reference to Fig. 3 detailed
Description.
(a) target user's label is set, to be described by user characteristics of the target labels to target user.For example scheme
Target user's label of 3 embodiment two is the movable businessman location in publication discount guest room, star etc..
(b) user's portrait is constituted in the behavior of user terminal according to user.The user filled according to user oneself in user terminal
The behavior of lodging intention registration, obtains user's lodging demand, constitutes user's portrait of characterization user behavior.
(c) target user's label of setting is matched with user's portrait, precisely obtains target user
(d) the matching screening of database is completed, the target user filtered out forms target user's set.
As the second aspect of the invention, the device that a kind of timeliness guest room commodity go inventory is provided, wherein such as Fig. 4
Shown, timeliness guest room commodity go the device 100 of inventory to include:
First obtains module 110, and the first acquisition module 110 is used to obtain the user behavior data of user terminal；
Second obtains module 120, and the second acquisition module 120 is used to obtain the timeliness guest room commodity to be promoted at businessman end
Information；
Data analysis module 130, the data analysis module 130 are used to analyze to obtain by user behavior data progress data
User characteristic data；
Module 140 is formed, the module 140 that formed is used to form user according to the timeliness guest room merchandise news to be promoted
Label data；
Data match module 150, the data match module 150 are used for the user characteristic data and the user tag number
According to being matched, target user's set is obtained；
Pushing module 160, the pushing module 160 are used to push timeliness guest room quotient to be promoted to target user set
Product information.
Timeliness guest room provided by the invention commodity remove the device of inventory, by by user behavior data with wait promote when
Effect property guest room merchandise news is matched, and target user's set can be obtained, and is then pushed to target user's set to be promoted
Timeliness guest room merchandise news, this timeliness guest room commodity provided by the invention go the device of inventory that can effectively help businessman
The inventory for removing timeliness guest room commodity, to improve the income of businessman.
As the third aspect of the invention, a kind of timeliness guest room system that commodity go inventory is provided, wherein such as Fig. 5
Shown, it includes: user terminal 200, businessman end 300 and previously described timeliness that timeliness guest room commodity, which go the system 10 of inventory,
Property guest room commodity remove the device 100 of inventory, the user terminal 200 and the businessman end 300 with timeliness guest room commodity
The device 100 of inventory is gone to communicate to connect, the user terminal 200 is for acquiring user behavior data, and the businessman end 300 is for sending out
Cloth timeliness guest room merchandise news to be promoted, timeliness guest room commodity go the device 100 of inventory to be used for according to the use
Family behavioral data and the timeliness guest room merchandise news wait promote obtain target user's set after carrying out data analysis, and
It can gather to target user and push timeliness guest room merchandise news to be promoted.
The system that timeliness guest room provided by the invention commodity go inventory, by by user behavior data with wait promote when
Effect property guest room merchandise news is matched, and target user's set can be obtained, and is then pushed to target user's set to be promoted
Timeliness guest room merchandise news, the system that this timeliness guest room commodity provided by the invention go inventory can effectively help businessman
The inventory for removing timeliness guest room commodity, to improve the income of businessman.
Preferably, it includes cloud platform server that timeliness guest room commodity, which remove the device of inventory,.
Below with reference to Fig. 6 to timeliness guest room provided by the invention commodity go inventory system working principle carry out it is detailed
Description.
Specifically, during user's routine use user terminal, all data that cloud platform server will acquire are believed
Breath all records into database and forms big data.
When businessman has the demand of inventory, at businessman end, publication needs to remove the house type of inventory.
When cloud platform server is connected to businessman's active instruction, by big data analysis, big data that user terminal is collected into
Row analysis processing.
Target user is obtained, target user's set is formed.
User is drawn a portrait and is matched with target user's label, when meeting any one of target user's label, i.e. conduct
Target user forms target user's set after all target user's screenings.
For user's transmission activity push in target user's set.
Target user receives message push, has the user of reservation demand directly to subscribe guest room, businessman reaches the mesh of inventory
's.
Therefore, the system that timeliness guest room provided by the invention commodity go inventory, being capable of working as in timeliness guest room commodity
User is actually moved in by converting target group to before it inventory's failure, helps businessman that inventory sale is gone out, effectively
Improve the income of businessman.
It is understood that the principle that embodiment of above is intended to be merely illustrative of the present and the exemplary implementation that uses
Mode, however the present invention is not limited thereto.For those skilled in the art, essence of the invention is not being departed from
In the case where mind and essence, various changes and modifications can be made therein, these variations and modifications are also considered as protection scope of the present invention.
Claims (7)
1. the method that a kind of timeliness guest room commodity go inventory, which is characterized in that timeliness guest room commodity go to the side of inventory
Method includes:
Obtain the user behavior data of user terminal；
Obtain the timeliness guest room merchandise news to be promoted at businessman end；
User behavior data progress data are analyzed to obtain user characteristic data；
User tag data are formed according to the timeliness guest room merchandise news to be promoted；
The user characteristic data is matched with the user tag data, obtains target user's set；
Timeliness guest room merchandise news to be promoted is pushed to target user set.
2. the method that timeliness guest room according to claim 1 commodity go inventory, which is characterized in that it is described wait promote when
Effect property guest room merchandise news include: timeliness guest room commodity position, promotion date, promotion period it is corresponding with the promotion period
Rebate value.
3. the promotion approach of timeliness guest room according to claim 1 commodity, which is characterized in that described by user's row
For data carry out data analyze to obtain user characteristic data include:
The keyword and use recorded according to the merchandise classification of user's purchase, tour schedule, city of returning the car, flight destination, search
The registration of family lodging intention is screened to obtain user characteristic data.
4. the promotion approach of timeliness guest room as claimed in any of claims 1 to 3 commodity, which is characterized in that institute
It states and matches the user characteristic data with the user tag data, obtaining target user's set includes:
The user characteristic data is matched with the user tag data；
Judge there is whether the user of user characteristic data is target user；
If the user characteristic data and any one user tag Data Matching, it is determined that this has the use of user characteristic data
Family is target user；
Multiple target users are formed into target user's set.
5. the device that a kind of timeliness guest room commodity go inventory, which is characterized in that timeliness guest room commodity remove the dress of inventory
It sets and includes:
First obtains module, and the first acquisition module is used to obtain the user behavior data of user terminal；
Second obtains module, and the second acquisition module is used to obtain the timeliness guest room merchandise news to be promoted at businessman end；
Data analysis module, the data analysis module are used to analyze user behavior data progress data to obtain user spy
Levy data；
Module is formed, the module that formed is used to form user tag number according to the timeliness guest room merchandise news to be promoted
According to；
Data match module, the data match module are used to carry out the user characteristic data and the user tag data
Matching obtains target user's set；
Pushing module, the pushing module are used to push commodity letter in timeliness guest room to be promoted to target user set
Breath.
6. the system that a kind of timeliness guest room commodity go inventory, which is characterized in that timeliness guest room commodity went inventory is
System includes: that user terminal, timeliness guest room commodity described in businessman end and claim 5 remove the device of inventory, the user terminal and
The businessman end goes the device of inventory to communicate to connect with timeliness guest room commodity, and the user terminal is for acquiring user's row
For data, for issuing timeliness guest room merchandise news to be promoted, timeliness guest room commodity go inventory at the businessman end
Device be used to carry out data analysis according to the user behavior data and the timeliness guest room merchandise news to be promoted
After obtain target user set, and can to target user gather push timeliness guest room merchandise news to be promoted.
7. the system that timeliness guest room according to claim 6 commodity go inventory, which is characterized in that the timeliness guest room
It includes cloud platform server that commodity, which remove the device of inventory,.
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| CN201910807865.1A CN110517001A (en) | 2019-08-29 | 2019-08-29 | A kind of timeliness guest room commodity go the method, apparatus and system of inventory |
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| CN114429371B (en) * | 2022-04-06 | 2022-06-28 | 新石器慧通（北京）科技有限公司 | Unmanned vehicle-based commodity marketing method and device, electronic equipment and storage medium |
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Application publication date: 20191129 |