CN106897898A - The method and system that a kind of electric business platform intelligent is given - Google Patents
The method and system that a kind of electric business platform intelligent is given Download PDFInfo
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- CN106897898A CN106897898A CN201710050989.0A CN201710050989A CN106897898A CN 106897898 A CN106897898 A CN 106897898A CN 201710050989 A CN201710050989 A CN 201710050989A CN 106897898 A CN106897898 A CN 106897898A
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- G06Q30/02—Marketing; Price estimation or determination; Fundraising
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- G06Q30/0234—Rebates after completed purchase
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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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
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Abstract
The invention discloses the method and system that a kind of electric business platform intelligent is given, wherein, method includes：All commodity of user's history purchase are obtained from user's history purchase data, all commodity that user's history is bought are classified according to commodity classification, then the commodity classification ID of the most commodity classification of the commodity of acquisition user's history purchase, the corresponding users of ID typing commodity classification ID are gathered；Electric business platform is browsed when ID is recognized, according to ID query-related information, corresponding lipuid goods is set and action message is shown to user；When user's selection lipuid goods add shopping cart, present set is filtered out from lipuid goods and shows user to select according to the present number of packages and present total amount and moon sales volume, information on commodity comment of configuration.Beneficial effect：Present is bought in most commodity classifications from user's history and is screened, and filters out that cost performance is high, user's selection is given in the big present set of sales volume, realizes intelligence, precisely gives.
Description
Technical field
The present invention relates to field of computer technology, more particularly, to the method and system that a kind of electric business platform intelligent is given.
Background technology
At present, internet shopping has been popularized, dog-eat-dog between major electric business platforms, in order to attract more users,
Order volume, visitor's unit price are improved, electric business platform usually gives present when user buys article.But, electric business platform is given
Present cannot often consider the demand of user, it is impossible to give present that user wants to user, its complimentary manner not enough precisely,
Intelligence.
The content of the invention
It is an object of the invention to overcome above-mentioned technical deficiency, method and be that a kind of electric business platform intelligent of proposition is given
System, solves electric business platform in the prior art and gives present technical problem not enough precisely, intelligent.
To reach above-mentioned technical purpose, technical scheme provides a kind of method that electric business platform intelligent is given, bag
Include：
S1, unique ID is assigned to different user, unique commodity ID is assigned to different commodity, to different
Commodity classification assigns unique commodity classification ID, and commodity classification includes the commodity of advance typing, and commodity classification ID and a user collect
Close and correspond；
S2, user are grouped in advance：The historical purchase data of a user is gathered, user's history purchase is obtained from historical purchase data
The all commodity bought, all commodity that user's history is bought are classified according to commodity classification, then obtain user's history purchase
The commodity classification ID of the most commodity classification of commodity, by the corresponding user's set of ID typing commodity classification ID；
S3, electric business platform is browsed when recognizing ID, according to the user's set belonging to ID inquiry ID, foundation
User's set obtains user and gathers corresponding commodity classification ID, and all commodity for setting typing in commodity classification ID are ID pair
Action message is simultaneously shown to user by the lipuid goods answered；
S4, when user's selection lipuid goods add shopping cart, number of packages and movable business according to lipuid goods in shopping cart
Product total amount configures present number of packages and present total amount, according in the lipuid goods that moon sales volume, information on commodity comment are set from S3
The first present set is filtered out, commodity, group are traveled through from the first present set according to the present number of packages and present total amount of configuration
The second present set of the present number of packages and present total amount that meet configuration is closed out, shows user to select the second present set
Select.
The present invention also provides the system that a kind of electric business platform intelligent is given, including：
Pretreatment module：Unique ID is assigned to different users, unique commodity ID is assigned to different commodity,
Assign unique commodity classification ID to different commodity classification, commodity classification includes the commodity of advance typing, commodity classification ID with
One user set is corresponded；
The pre- grouping module of user：The historical purchase data of a user is gathered, user's history is obtained from historical purchase data
All commodity of purchase, all commodity that user's history is bought are classified according to commodity classification, then obtain user's history purchase
The most commodity classification of commodity commodity classification ID, by the corresponding user's set of ID typing commodity classification ID；
Lipuid goods display module：Electric business platform is browsed when ID is recognized, according to belonging to ID inquiry ID
User's set, obtain user according to user's set and gather corresponding commodity classification ID, the institute of typing in commodity classification ID is set
There are commodity for the corresponding lipuid goods of ID and action message is shown to user；
Present shows and selecting module：When user's selection lipuid goods add shopping cart, according to movable business in shopping cart
Number of packages and lipuid goods total amount configuration present number of packages and the present total amount of product, according to moon sales volume, information on commodity comment from work
The first present set is filtered out in the lipuid goods that dynamic commodity display module is set, the present number of packages and present according to configuration are always golden
Volume travels through commodity from the first present set, is combined into the second present collection of the present number of packages and present total amount for meeting configuration
Close, show user to select the second present set.
Compared with prior art, beneficial effects of the present invention include：It is user that user's history buys most commodity classifications
Most there is the class I goods that purchase needs, the most commodity class of the commodity that setting user's history is bought all commodity now are to live
Dynamic commodity, when user's purchase lipuid goods just present product, can more easily promote customer consumption；The present for sending is from user's history
Screened in the most commodity classifications of purchase, filter out that cost performance is high, sales volume is big and meet the present number of packages of configuration and total amount
Present set is selected to user, is realized intelligence, has accurately been filtered out the present that user may need most, and is disappeared user is promoted
While expense, the workload of human configuration present is also reduced.
Brief description of the drawings
Fig. 1 is the method flow diagram that a kind of electric business platform intelligent that the present invention is provided is given；
Fig. 2 is the system architecture diagram that a kind of electric business platform intelligent that the present invention is provided is given；
Fig. 3 be in Fig. 2 present show and selecting module structured flowchart.
In accompanying drawing：1st, the system that electric business platform intelligent is given, 11, pretreatment module, 12, the pre- grouping module of user, 13, living
Dynamic commodity display module, 14, present show and selecting module, the 141, first screening unit, the 142, second screening unit.
Specific embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
The invention provides a kind of method that electric business platform intelligent is given, wherein, including：
S1, unique ID is assigned to different user, unique commodity ID is assigned to different commodity, to different
Commodity classification assigns unique commodity classification ID, and commodity classification includes the commodity of advance typing, and commodity classification ID and a user collect
Close and correspond；
S2, user are grouped in advance：The historical purchase data of a user is gathered, user's history purchase is obtained from historical purchase data
The all commodity bought, all commodity that user's history is bought are classified according to commodity classification, then obtain user's history purchase
The commodity classification ID of the most commodity classification of commodity, by the corresponding user's set of ID typing commodity classification ID；
S3, electric business platform is browsed when recognizing ID, according to the user's set belonging to ID inquiry ID, foundation
User's set obtains user and gathers corresponding commodity classification ID, and all commodity for setting typing in commodity classification ID are ID pair
Action message is simultaneously shown to user by the lipuid goods answered；
S4, when user's selection lipuid goods add shopping cart, number of packages and movable business according to lipuid goods in shopping cart
Product total amount configures present number of packages and present total amount, according in the lipuid goods that moon sales volume, information on commodity comment are set from S3
The first present set is filtered out, commodity, group are traveled through from the first present set according to the present number of packages and present total amount of configuration
The second present set of the present number of packages and present total amount that meet configuration is closed out, shows user to select the second present set
Select, meet configuration present number of packages and present total amount the second present set at least one, the business in the second present set
Product need to ensure to set the quantity in stock of number.
The method that electric business platform intelligent of the present invention is given, in step S2：
Acquisition time is set, what interval setting time collection user produced within a upper acquisition time to current time
Historical purchase data, obtained user in a upper acquisition time to the commodity of history purchase in current time, and current time is used
All commodity of family history purchase are classified according to commodity classification, then obtain the most commodity class of the commodity of user's history purchase
Purpose commodity classification ID, by the corresponding user's set of ID typing commodity classification ID, thus, the commodity of user's history purchase are most
Many commodity classification interval setting times update, and the user's set interval setting time belonging to ID updates.
The method that electric business platform intelligent of the present invention is given, in step S3：
In specific implementation of the invention, action message, the master of setting can be set according to gift event rule creation activity
Interior to have：The purchase threshold (numbers of packages and lipuid goods total amount of lipuid goods) of activity is set, is purchased in the present embodiment
Buy threshold and may be configured as 0 yuan, be by according to the present of number of packages and lipuid goods the total amount configuration of lipuid goods in shopping cart
Number of packages is set at least one；The terminal device participated in is set；The effective period of time of setting activity.The action message that will be set
It is stored in database Mysql, while the message of establishment activity is sent to message-oriented middleware kafka, using message-oriented middleware reality
Now decouple, consumption terminal consumption, in action message write-in caching redis, caching data structure is key=activities Id, value=
{ the movable time started:”xxxx-xx-xx xx:xx:Xx ", activity end time:”xxxx-xx-xxxx:xx:Xx ", terminal sets
It is standby:[APP, PC, wechat], " present list ":[present Id1, present Id2], activity threshold (unit):" 0 ", acquisition activity later
When information, directly obtained from caching, that is, obtained from internal memory, reduce I/O operation, improve performance.
The method that electric business platform intelligent of the present invention is given, step S4 includes：
The commodity ID of all commodity of typing in the commodity classification obtained in S41, acquisition S3, according to commodity ID inquiry commodity
Moon sales volume, and be ranked up according to moon sales volume, the commodity obtained in ranking results in setting range are the 3rd present set；
S42, the comment for obtaining each commodity in the 3rd present set, the comment to each commodity carry out semantic analysis, know
Do not go out the comment on commodity with " cost performance is high " printed words, and calculate the comment on commodity with " cost performance is high " printed words of each commodity
The ratio value of the commodity general comment quantity of each commodity shared by quantity, it is the to filter out ratio value higher than the commodity of setting ratio value
One present set.
The present invention also provides the system 1 that a kind of electric business platform intelligent is given, wherein, including：
Pretreatment module 11：Unique ID is assigned to different users, unique commodity are assigned to different commodity
ID, unique commodity classification ID is assigned to different commodity classifications, and commodity classification includes the commodity of advance typing, commodity classification ID
Gather with a user and correspond；
The pre- grouping module 12 of user：The historical purchase data of a user is gathered, user is obtained from historical purchase data and is gone through
All commodity of history purchase, all commodity that user's history is bought are classified according to commodity classification, then obtain user's history purchase
The commodity classification ID of the most commodity classification of the commodity bought, by the corresponding user's set of ID typing commodity classification ID；
Lipuid goods display module 13：Electric business platform is browsed when ID is recognized, according to ID inquiry ID institute
The user of category gathers, and obtaining user according to user's set gathers corresponding commodity classification ID, typing in setting commodity classification ID
All commodity are the corresponding lipuid goods of ID and action message are shown into user；
Present shows and selecting module 14：When user's selection lipuid goods add shopping cart, according to activity in shopping cart
Commodity number of packages and lipuid goods total amount configuration present number of packages and present total amount, according to the moon sales volume, information on commodity comment from
The first present set is filtered out in the lipuid goods that lipuid goods display module 13 is set, according to the present number of packages and present of configuration
Total amount travels through commodity from the first present set, is combined into the second present of the present number of packages and present total amount that meet configuration
Set, shows user to select the second present set.
The system 1 that electric business platform intelligent of the present invention is given, in the pre- grouping module 12 of user：
Acquisition time is set, what interval setting time collection user produced within a upper acquisition time to current time
Historical purchase data, obtained user in a upper acquisition time to the commodity of history purchase in current time, and current time is used
All commodity of family history purchase are classified according to commodity classification, then obtain the most commodity class of the commodity of user's history purchase
Purpose commodity classification ID, by the corresponding user's set of ID typing commodity classification ID, thus, the commodity of user's history purchase are most
Many commodity classification interval setting times update, and the user's set interval setting time belonging to ID updates.
The system 1 that electric business platform intelligent of the present invention is given, present shows and selecting module 14 includes：
First screening unit 141：Obtain all business of typing in the commodity classification obtained in lipuid goods display module 13
The commodity ID of product, the moon sales volume of commodity is inquired about according to commodity ID, and is ranked up according to moon sales volume, obtains setting in ranking results
In the range of commodity be the 3rd present set；
Second screening unit 142：The comment of each commodity in the 3rd present set is obtained, the comment to each commodity is carried out
Semantic analysis, identifies the comment on commodity with " cost performance is high " printed words, and calculate each commodity with " cost performance is high " word
The ratio value of the commodity general comment quantity of each commodity shared by the comment on commodity quantity of sample, filters out ratio value higher than setting ratio
The commodity of value are the first present set.
The system 1 that electric business platform intelligent of the present invention is given, present show and selecting module 14 in：
Meet configuration present number of packages and present total amount the second present set at least one, in the second present set
Commodity need to ensure set number quantity in stock.
The method and system given of a kind of electric business platform intelligent that the present invention is provided in use, first to different
User assigns unique ID, and unique commodity ID is assigned to different commodity, is assigned to different commodity classifications unique
Commodity classification ID, commodity classification includes the commodity of advance typing, and commodity classification ID and user set are corresponded；Then carry out
User is grouped in advance：The historical purchase data of a user is gathered, all business of user's history purchase are obtained from historical purchase data
Product, all commodity that user's history is bought are classified according to commodity classification, and the commodity for then obtaining user's history purchase are most
The commodity classification ID of one commodity classification, by the corresponding user's set of ID typing commodity classification ID；It is clear when ID is recognized
Look at electric business platform, according to the user's set belonging to ID inquiry ID, obtain user's set according to user's set corresponding
Commodity classification ID, sets all commodity of typing in commodity classification ID for the corresponding lipuid goods of ID and shows action message
Show to user；When user's selection lipuid goods add shopping cart, according to the number of packages and lipuid goods of lipuid goods in shopping cart
Total amount configures present number of packages and present total amount, is screened from the lipuid goods for setting according to moon sales volume, information on commodity comment
Go out the first present set, commodity are traveled through from the first present set according to the present number of packages and present total amount of configuration, be combined into
Meet the second present set of the present number of packages and present total amount of configuration, show user to select the second present set.
Compared with prior art, beneficial effects of the present invention include：It is user that user's history buys most commodity classifications
Most there is the class I goods that purchase needs, the most commodity class of the commodity that setting user's history is bought all commodity now are to live
Dynamic commodity, when user's purchase lipuid goods just present product, can more easily promote customer consumption；The present for sending is from user's history
Screened in the most commodity classifications of purchase, filter out that cost performance is high, sales volume is big and meet the present number of packages of configuration and total amount
Present set is selected to user, is realized intelligence, has accurately been filtered out the present that user may need most, and is disappeared user is promoted
While expense, the workload of human configuration present is also reduced.
The specific embodiment of present invention described above, is not intended to limit the scope of the present invention..Any basis
Various other corresponding change and deformation that technology design of the invention is made, should be included in the guarantor of the claims in the present invention
In the range of shield.
Claims (8)
1. a kind of method that electric business platform intelligent is given, it is characterised in that including：
S1, unique ID is assigned to different user, unique commodity ID is assigned to different commodity, to different commodity
Classification assigns unique commodity classification ID, and commodity classification includes the commodity of advance typing, and the commodity classification ID and a user collect
Close and correspond；
S2, user are grouped in advance：The historical purchase data of a user is gathered, user's history purchase is obtained from historical purchase data
All commodity, all commodity that user's history is bought are classified according to commodity classification, then obtain the commodity of user's history purchase
The commodity classification ID of a most commodity classifications, by the corresponding user's collection of commodity classification ID described in the ID typing
Close；
S3, electric business platform is browsed when recognizing the ID, the user belonging to the ID is inquired about according to the ID
Set, obtains user and gathers the corresponding commodity classification ID, by the institute of typing in the commodity classification ID according to user's set
There are commodity to be set to the corresponding lipuid goods of the ID and action message is shown into user；
S4, when user's selection lipuid goods add shopping cart, the number of packages and lipuid goods according to lipuid goods in shopping cart are total
The amount of money configures present number of packages and present total amount, is screened according in the lipuid goods that moon sales volume, information on commodity comment are set from S3
Go out the first present set, commodity are traveled through from the first present set according to the present number of packages and present total amount of configuration, be combined into
Meet the second present set of the present number of packages and present total amount of configuration, show user to select the second present set.
2. the method that electric business platform intelligent as claimed in claim 1 is given, it is characterised in that in step S2：
Acquisition time, the history that interval setting time collection user produced within a upper acquisition time to current time are set
Purchase data, obtained user in a upper acquisition time to the commodity of history purchase in current time, and current time user is gone through
All commodity of history purchase are classified according to commodity classification, the most commodity classification of the commodity that then acquisition user's history is bought
The commodity classification ID, by the corresponding user's set of commodity classification ID described in the ID typing, thus, user's history purchase
The most commodity classification interval setting time of commodity update, when user belonging to ID set interval sets
Between update.
3. the method that electric business platform intelligent as claimed in claim 1 is given, it is characterised in that step S4 includes：
The commodity ID of all commodity of typing, inquires about according to the commodity ID in the commodity classification obtained in S41, acquisition S3
The moon sales volume of commodity, and be ranked up according to moon sales volume, the commodity in acquisition ranking results in setting range are the 3rd present collection
Close；
S42, the comment for obtaining each commodity in the 3rd present set, the comment to each commodity carry out semantic analysis, identify
Comment on commodity with " cost performance is high " printed words, and calculate the comment on commodity quantity with " cost performance is high " printed words of each commodity
The ratio value of the commodity general comment quantity of shared each commodity, filters out commodity of the ratio value higher than setting ratio value for first gives
Product set.
4. the method that electric business platform intelligent as claimed in claim 1 is given, it is characterised in that in step S4：
Meet configuration present number of packages and present total amount the second present set at least one, the business in the second present set
Product need to ensure to set the quantity in stock of number.
5. the system that a kind of electric business platform intelligent is given, it is characterised in that including：
Pretreatment module：Unique ID is assigned to different users, unique business is assigned to different commodity
Product ID, unique commodity classification ID is assigned to different commodity classifications, and commodity classification includes the commodity of advance typing, described
Commodity classification ID and user set are corresponded；
The pre- grouping module of user：The historical purchase data of a user is gathered, user's history purchase is obtained from historical purchase data
All commodity, by user's history buy all commodity according to commodity classification classify, then obtain user's history purchase business
The commodity classification ID of the most commodity classification of product, by the corresponding user's collection of commodity classification ID described in the ID typing
Close；
Lipuid goods display module：Electric business platform is browsed when the ID is recognized, the use is inquired about according to the ID
User's set belonging to the ID of family, obtains user and gathers the corresponding commodity classification ID according to user's set, sets the commodity
All commodity of typing are the corresponding lipuid goods of the ID and action message are shown into user in classification ID；
Present shows and selecting module：When user's selection lipuid goods add shopping cart, according to lipuid goods in shopping cart
Number of packages and lipuid goods total amount configuration present number of packages and present total amount, according to moon sales volume, information on commodity comment from movable business
Filter out the first present set in the lipuid goods that product display module is set, according to configuration present number of packages and present total amount from
Commodity are traveled through in first present set, the second present set of the present number of packages and present total amount that meet configuration is combined into, will
Second present set shows user to select.
6. the system that electric business platform intelligent as claimed in claim 5 is given, it is characterised in that in the pre- grouping module of user：
Acquisition time, the history that interval setting time collection user produced within a upper acquisition time to current time are set
Purchase data, obtained user in a upper acquisition time to the commodity of history purchase in current time, and current time user is gone through
All commodity of history purchase are classified according to commodity classification, the most commodity classification of the commodity that then acquisition user's history is bought
The commodity classification ID, by the corresponding user's set of commodity classification ID described in the ID typing, thus, user's history purchase
The most commodity classification interval setting time of commodity update, when user belonging to ID set interval sets
Between update.
7. the system that electric business platform intelligent as claimed in claim 5 is given, it is characterised in that present shows and selecting module bag
Include：
First screening unit：Obtain the business of all commodity of typing in the commodity classification obtained in lipuid goods display module
Product ID, the moon sales volume of commodity is inquired about according to the commodity ID, and is ranked up according to moon sales volume, and model is set in acquisition ranking results
Commodity in enclosing are the 3rd present set；
Second screening unit：The comment of each commodity in the 3rd present set is obtained, the comment to each commodity carries out semantic point
Analysis, identifies the comment on commodity with " cost performance is high " printed words, and calculate the business with " cost performance is high " printed words of each commodity
The ratio value of the commodity general comment quantity of each commodity shared by product number of reviews, filters out business of the ratio value higher than setting ratio value
Product are the first present set.
8. the system that electric business platform intelligent as claimed in claim 5 is given, it is characterised in that present shows and selecting module
In：
Meet configuration present number of packages and present total amount the second present set at least one, the business in the second present set
Product need to ensure to set the quantity in stock of number.
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Cited By (4)
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| CN108694624A (en) * | 2018-06-29 | 2018-10-23 | 赵东 | A kind of tobacco present criticism method and system |
| CN109003392A (en) * | 2018-07-09 | 2018-12-14 | 赵东 | A kind of self-service cigarette vending machine with Function of Evaluation |
| CN109242701A (en) * | 2018-07-27 | 2019-01-18 | 平安科技（深圳）有限公司 | One kind send single application to submit method, apparatus and computer equipment |
| CN109858849A (en) * | 2018-12-20 | 2019-06-07 | Oppo（重庆）智能科技有限公司 | Warehouse management system warehouse-out method, device and storage medium |
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