CN110197399A - A kind of green tea-drinking guidance system - Google Patents

A kind of green tea-drinking guidance system Download PDF

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Publication number
CN110197399A
CN110197399A CN201910429412.XA CN201910429412A CN110197399A CN 110197399 A CN110197399 A CN 110197399A CN 201910429412 A CN201910429412 A CN 201910429412A CN 110197399 A CN110197399 A CN 110197399A
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CN
China
Prior art keywords
drinking
tea
registration
transaction
customer
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201910429412.XA
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Chinese (zh)
Inventor
艾旭升
姚文杰
陈园园
凌霞
盛永华
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Suzhou Vocational Institute of Industrial Technology
Original Assignee
Suzhou Vocational Institute of Industrial Technology
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Suzhou Vocational Institute of Industrial Technology filed Critical Suzhou Vocational Institute of Industrial Technology
Priority to CN201910429412.XA priority Critical patent/CN110197399A/en
Publication of CN110197399A publication Critical patent/CN110197399A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241Advertisements
    • G06Q30/0251Targeted advertisements
    • G06Q30/0255Targeted advertisements based on user history
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0631Item recommendations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/12Hotels or restaurants

Abstract

The invention discloses a kind of green tea-drinking guidance systems, comprising: guiding device, registration customer transaction tracking system, server;Guiding device includes guiding screen, processor, memory, camera;Camera is set on guiding screen, for shooting the face of registration user;Processor is used to the registration information of registration user and corresponding facial image store in memory;Consumer record of the customer transaction tracking system for Tracing Registration user to tea-drinking product is registered, and in the server consumer record storage;Server includes WEB application server, database server.The present invention can also targetedly recommend suitable tea-drinking product to registration user, on the one hand, to be conducive to the healthy diet of customer according to the tea-drinking product ranking of the statistics available registration customer consumption of consumer record of registration user;On the other hand, customer can be increased to the turn-head-rate of tea-drinking product.

Description

A kind of green tea-drinking guidance system
Technical field
The invention belongs to the design field of tea-drinking client more particularly to a kind of green tea-drinking guidance systems.
Background technique
With the development of the social economy, people's living standard, also with raising, the diet of people becomes diversification, especially Tea-drinking product is seen everywhere tea-drinking shop by liking for people, on street.
Diversified tea-drinking product is being faced, people do not know how to select, do not know which kind of tea-drinking is relatively suitble to oneself, finish Unexpectedly, people increasingly pay attention to healthy diet and health.Recommend the milk tea product for meeting customer's nutrition arrangement according to consumption history, it will The brand loyalty for being conducive to improve customer, increases the turn-head-rate of customer.
Summary of the invention
The object of the present invention is to provide a kind of green tea-drinking guidance system, can be recommended to meet Gu according to the consumption history of customer The tea-drinking product of objective nutrition arrangement, on the one hand, be conducive to the healthy diet of customer;On the other hand, customer can be increased to produce tea-drinking The turn-head-rate of product.
To solve the above problems, the technical solution of the present invention is as follows:
A kind of green tea-drinking guidance system, comprising: guiding device, registration customer transaction tracking system, server;
The guiding device includes guiding screen, processor, memory, camera;
The guiding screen is for showing registration/login interface of the green tea-drinking guidance system, registering the consumption of user The recommendation tea-drinking of record and the green tea-drinking guidance system;
The camera is set on guiding screen, for shooting the face of the registration user, generates facial image;
The processor is used to the registration information of the registration user and the corresponding facial image be stored in described In memory;
The registration customer transaction tracking system is used to track the registration user to the consumer record of tea-drinking product, and handle The consumer record is stored in the server;
The server includes WEB application server, database server;
The guiding device is connected with the WEB application server, the WEB application server and the database service Device is connected, and the consumer record is stored in the database server;
The registration user the guiding screen log in after, the processor according to it is described registration user facial image, The WEB application server is arrived in hair request, and the WEB application server inquires the database service by the facial image Device finds the corresponding consumer record, and counts the consumption tea-drinking product ranking of the registration user and recommend suitable tea The guiding screen display is returned to after drink product.
An embodiment according to the present invention, the registration customer transaction tracking system include: registration user's identifying system, transaction Record acquisition system;
Whether the customer for registering user's identifying system tea-drinking shop for identification is as the green tea-drinking guidance system Register user;
The transaction record acquisition system, for collecting consumer record of the registration user to the tea-drinking product, institute Stating consumer record includes consumption time, tea-drinking title.
An embodiment according to the present invention, registration user's identifying system include: transaction video acquisition module, transaction image Collect generation module, customer characteristic generation module, registration user's confirmation module;
The transaction video acquisition module, for obtaining the transaction scene video acquired by external camera, to described The transaction video clip traded in one time bracket of scene video intercepting;
The transaction image set generation module arranges in temporal sequence for the transaction video clip to be decomposed into multiple Transaction image set;
The customer characteristic generation module determines the time bracket for carrying out identification multiple described transaction images Interior customer characteristic;
Registration user's confirmation module, for comparing the facial image in the customer characteristic and the memory, such as The customer characteristic and the facial image coincide, it is determined that are the registration user, mention for the transaction record acquisition system For the object of the consumer record.
An embodiment according to the present invention, the guiding screen is touch screen.
Registration/login interface of an embodiment according to the present invention, the green tea-drinking guidance system includes registration button, steps on Record button shows the institute in the database server with same characteristic features according to the customer characteristic that the camera is shot State tea-drinking product described in the first three in the consumption ranking of registration user.
An embodiment according to the present invention, the customer characteristic include gender, age bracket.
An embodiment according to the present invention, it is described registration user consumption ranking in every kind of tea-drinking product include tea The microelement that calorie quantity that drink title, tea-drinking price, the tea-drinking product contain, the tea-drinking product include.
An embodiment according to the present invention, every kind of tea-drinking product that the green tea-drinking guidance system is recommended includes tea The microelement that calorie quantity that drink title, tea-drinking price, the tea-drinking product contain, the tea-drinking product include.
The present invention due to using the technology described above, makes it have the following advantages that and actively imitate compared with prior art Fruit:
Green tea-drinking guidance system in one embodiment of the invention, due to being provided with guiding device, people can fill in guiding Registration is set, the registration user of green tea-drinking guidance system is become;Again due to being configured with registration customer transaction tracking system, can receive Collection registration user saves in the server, according to consumer record statistics available registration customer consumption the consumer record of tea-drinking product Tea-drinking product ranking, can also targetedly recommend suitable tea-drinking product to registration user, on the one hand, be conducive to customer's Healthy diet;On the other hand, customer can be increased to the turn-head-rate of tea-drinking product.
Detailed description of the invention
Fig. 1 is the structural schematic diagram of the green tea-drinking guidance system in one embodiment of the invention;
Fig. 2 is the block diagram of registration user's identifying system in the green tea-drinking guidance system in one embodiment of the invention.
Description of symbols:
1: guiding device;101: guiding screen;102: support frame;2: registration customer transaction tracking system;201: registration user Identifying system;20101: transaction video acquisition module;20102: transaction image set generation module;20103: customer characteristic generates mould Block;20104: registration user's confirmation module;202: transaction record acquisition system;3:WEB application server;4: database service Device.
Specific embodiment
It is further detailed to a kind of green tea-drinking guidance system work proposed by the present invention below in conjunction with the drawings and specific embodiments It describes in detail bright.According to following explanation and claims, advantages and features of the invention will be become apparent from.
Green tea-drinking guidance system provided by the invention, comprising: guiding device 1, registration customer transaction tracking system 2, clothes Business device;Guiding device 1 includes 101, processor, memory, camera of guiding screen;Guiding screen 101 is for showing the green tea-drinking The recommendation tea-drinking of registration/login interface of guidance system, the consumer record for registering user and green tea-drinking guidance system;Camera On guiding screen 101, for shooting the face of registration user, facial image is generated;Processor is used for the registration registration user Information and the storage of corresponding facial image are in memory;Customer transaction tracking system 2 is registered for Tracing Registration user to tea The consumer record of product is drunk, and in the server consumer record storage;Server includes WEB application server 3, database clothes Business device 4;Guiding device 1 is connected with WEB application server 3, and WEB application server 3 is connected with database server 4, and registration is used The consumer record at family is stored in database server 4.User is registered after guiding screen 101 logs in, processor is used according to registration WEB application server 3 is arrived in the facial image at family, hair request, and WEB application server 3 inquires database service by facial image Device 4 finds corresponding consumer record, and counts the consumption tea-drinking product ranking of registration user and recommend suitable tea-drinking product After return to guiding screen 101 display.
Specifically, as shown in Figure 1, the green tea-drinking guidance system includes guiding device 1, registration customer transaction tracking system 2, WEB application server 3, database server 4.
Wherein, guiding device 1, including support frame 102, guiding screen 101, processor, memory, camera.Guiding screen 101 On support frame 102, guiding screen 101 is for showing registration/login interface, the registration user of the green tea-drinking guidance system Consumer record and the green tea-drinking guidance system recommendation tea-drinking.The guiding screen 101 includes rectangular frame, Petting Area.It takes the photograph As head be set to guiding screen 101 frame top margin on, for shoot registration user face, generate facial image, be used for it is subsequent with The consumer record of track registration user;Processor is used to the registration information of registration user and corresponding facial image be stored in and deposit In reservoir.Guiding device 1 is equivalent to a computer, and the software loading of the green tea-drinking guidance system is in guiding device 1, guiding Screen 101 can show registration/login interface of the green tea-drinking guidance system software, the registration/login interface in the form of a web page Show in database server 4 have including registration button, login button, according to the feature of the face of the registration user of camera shooting There is tea-drinking product described in the first three in the consumption ranking of the registration user of same characteristic features.As long as people activate the guiding screen 101, It can be seen that registration/login interface of the green tea-drinking guidance system software.Its registration information includes facial image, gender, year Age section, these are all the features for registering user.The guiding device 1 may be provided at by street, near tea-drinking shop, people be facilitated to grasp Make.
Consumer record of the customer transaction tracking system 2 for Tracing Registration user to tea-drinking product is registered, and consumption is remembered Record storage is in the server.Registration customer transaction tracking system 2 includes: registration user's identifying system 201, transaction record acquisition system System 202.Register user's identifying system 201 for identification tea-drinking shop customer whether as green tea-drinking guidance system registration use Family;Transaction record acquisition system 202, for collecting registration user to the consumer record of tea-drinking product, which includes disappearing Time-consuming, tea-drinking title.
Specifically, as shown in Figure 2.Registration user's identifying system 201 includes: transaction video acquisition module 20101, trading pattern Image set generation module 20102, customer characteristic generation module 20103, registration user's confirmation module 20104.Wherein, transaction video is adopted Collect module 20101, for obtaining the transaction scene video acquired by external camera, trades to transaction scene video intercepting one Transaction video clip in period.Trade image set generation module 20102, for the video clip that will trade be decomposed into multiple by The transaction image set of time series arrangement.Customer characteristic generation module 20103, for carrying out identification determination to multiple transaction images Customer characteristic in time bracket.User's confirmation module is registered, for comparing the facial image in customer characteristic and memory, As customer characteristic and facial image coincide, it is determined that for registration user, provide consumer record for transaction record acquisition system 202 Object.Successively by transaction video acquisition module 20101, transaction image set generation module 20102, customer characteristic generation module 20103, user's confirmation module 20104 is registered, it can be the customer couple of the registration user and tea-drinking shop of the green tea-drinking guidance system It should get up.
Specifically, the method for the identification registration user of registration user identifying system 201 is as follows:
Step S1: obtaining the transaction scene video acquired by video camera, to transaction one exchange hour of scene video intercepting Transaction video clip in section;
Step S2: transaction video clip is decomposed into multiple transaction image sets arranged in temporal sequence;
Step S3: multiple transaction images are carried out identifying the customer characteristic in determining time bracket.Specially circulation point Each transaction image in the transaction image set T arranged in temporal sequence is analysed, the displaying paying bank nearest from exchange hour t is found out Transaction image, identification payment approach, customer's gender, the features such as customer's age.
Wherein, transaction video clip is by calling opencv (computer vision library) interception time section [t- ε, t+ ε] Trade video clip v.T is exchange hour, and t is a timestamp, such as Tue Feb1710:48:392009).ε is a unit For the deviation of second, t- ε is to hand over incident video starting position, and t+ ε is to hand over incident video end position.
The transaction image set arranged in temporal sequence is expressed as T=[f1 ..fn], and fn is individual transaction image, and n is The quantity of transaction image.Each transaction image in cycle analysis T finds out the friendship of the payment behavior nearest apart from exchange hour t Yi Tu identifies the features such as payment approach and customer identification, gender, age.
Specifically, step S3 includes the following steps:
Step S301: intercepting the transaction image according to preset payment region, generates payment area image;The payment area Domain can be that set of pixels is [(300,200), (900,648)], be the payment area image of a 600*448 after interception.
Step S302: multiple personage regions and payment medium region, the payment medium packet are identified in payment area image Include cash, bank card and mobile-phone payment equipment;Target detection can be carried out to payment area image by personage region and payment Medium region is outlined using rectangle.
Step S303: the figure of current transaction customer is determined according to the positional relationship in payment medium region and multiple personage regions As region.Specifically: when medium of paying the bill is bank card or cash, according to the cashier library pre-seted, determine payment administrative division map As in cashier region, when cashier region and payment medium area coincidence or it is adjacent when, it is determined that with payment medium region Another personage region being overlapped is the image-region of current transaction customer;
When pay the bill medium be mobile-phone payment equipment when, when personage region and payment medium region between distance be less than pre-set Threshold distance when, then judge personage region for the image-region of current transaction customer.
Step S304: the image-region of the current transaction customer of interception, and according to the registration user library judgement pre-seted Whether the corresponding current transaction customer of image-region of current transaction customer is registration user, and when currently, transaction customer is that registration is used When family, then existing customer characteristic and payment medium are saved into transaction record.
Specifically, equipment used in registration user identifying system 201 includes video camera, image processing equipment.Camera shooting Machine is the video camera for being installed on tea-drinking shop check out counter, the head portrait and Payment transaction process of customer can be shot, the video clapped It is stored in RAM card.And image processing equipment can export the video in video camera RAM card, intercept head portrait and the transaction of customer Mode, image of exchange hour etc..Equipment used in transaction record acquisition system 202 includes POS (Point of sales) Machine, transaction data server.The transaction data that POS machine generates is stored in transaction data server, and image processing equipment is adjustable With the data in transaction data server, transaction data corresponding with customer's head portrait of interception, exchange hour is found, is made each Customer's head portrait, customer characteristic, the transaction data of customer is corresponding, can be saved in table form in database server 4.
And server includes WEB application server 3, database server 4;Guiding device 1 and 3 phase of WEB application server Even, WEB application server 3 is connected with database server 4, registers the consumption of the registration user in customer transaction identifying system 2 Record is stored in database server 4.
The course of work of the invention is briefly described below, specific as follows:
It is stored in RAM card as shown in Figure 1, camera real-time recording forms file, staff periodically exports memory File (avoiding covering) in card then exports the transaction record of account for sales, registration according to transaction record acquisition system 202 After the face mark (128 bit digital) of the matching payment customer of user's identifying system 201, customer's face mark, gender, age are integrated Section and consumer record.If face mark is in registration user list, customer's face mark, gender, age and consumer record It writes in database server 4;Otherwise it is not written into.When customer station is before guiding screen 101, into the coverage of camera, place WEB application server 3 is arrived in the face for the customer that reason device is shot according to camera, hair request, and WEB application server 3 passes through the people Face image inquires database server 4, finds the consumption note of the consistent registration user of identical as customer's gender, locating age bracket Record, and count in the consumer record that these register users and guiding is returned to the first three tea-drinking product in the ranking of tea-drinking product 101 display of screen.When registering user after guiding screen 101 logs in, the processor in guiding device 1 is according to the face figure for registering user WEB application server 3 is arrived in picture, hair request, and WEB application server 3 is inquired database server 4 by the facial image, found The corresponding consumer record of registration user, and count the consumption tea-drinking product ranking of registration user and suitable tea-drinking is recommended to produce 101 display of guiding screen is returned to after product.The content of 101 display of guiding screen.The every kind of tea-drinking registered in the consumption history of user produces Product include consumption time, tea-drinking title;Registering in the consumption ranking of user and system recommendation every kind of tea-drinking product includes The microelement that calorie quantity that tea-drinking title, tea-drinking price, the tea-drinking product contain, the tea-drinking product include.
In conclusion present invention green tea-drinking guidance system, due to being provided with guiding device, people can be on guiding device Registration, becomes the registration user of green tea-drinking guidance system;Again due to being configured with registration customer transaction tracking system, note is collected Volume user saves in the server, according to the tea of the statistics available registration customer consumption of consumer record the consumer record of tea-drinking product Product ranking is drunk, can also targetedly recommend suitable tea-drinking product to registration user, on the one hand, to be conducive to the diet of customer Health;On the other hand, customer can be increased to the turn-head-rate of tea-drinking product.
Embodiments of the present invention are explained in detail above in conjunction with attached drawing, but the present invention is not limited to above-mentioned implementations Mode.Even if to the present invention, various changes can be made, if these variations belong to the model of the claims in the present invention and its equivalent technologies Within enclosing, then still fall within the protection scope of the present invention.

Claims (8)

1. a kind of green tea-drinking guidance system characterized by comprising guiding device, registration customer transaction tracking system, service Device;
The guiding device includes guiding screen, processor, memory, camera;
The guiding screen is for showing registration/login interface of the green tea-drinking guidance system, registering the consumer record of user And the recommendation tea-drinking of the green tea-drinking guidance system;
The camera is set on guiding screen, for shooting the face of the registration user, generates facial image;
The processor is used to the registration information of the registration user and the corresponding facial image be stored in the storage In device;
The registration customer transaction tracking system is used to track the registration user to the consumer record of tea-drinking product, and described in Consumer record is stored in the server;
The server includes WEB application server, database server;
The guiding device is connected with the WEB application server, the WEB application server and the database server phase Even, the consumer record is stored in the database server;
The registration user after guiding screen logs in, ask according to the facial image for registering user, hair by the processor The WEB application server is sought, the WEB application server inquires the database server by the facial image, The corresponding consumer record is found, and counts the consumption tea-drinking product ranking of the registration user and suitable tea-drinking is recommended to produce The guiding screen display is returned to after product.
2. green tea-drinking guidance system as described in claim 1, which is characterized in that the registration customer transaction tracking system packet It includes: registration user's identifying system, transaction record acquisition system;
Whether the customer for registering user's identifying system tea-drinking shop for identification is as the registration of the green tea-drinking guidance system User;
The transaction record acquisition system, it is described to disappear for collecting the registration user to the consumer record of the tea-drinking product Taking record includes consumption time, tea-drinking title.
3. green tea-drinking guidance system as claimed in claim 2, which is characterized in that registration user's identifying system includes: Transaction video acquisition module, transaction image set generation module, customer characteristic generation module, registration user's confirmation module;
The transaction video acquisition module, for obtaining the transaction scene video acquired by external camera, to the transaction Scene video intercepts the transaction video clip in a time bracket;
The transaction image set generation module, for the transaction video clip to be decomposed into multiple friendships arranged in temporal sequence Easy image set;
The customer characteristic generation module determines in the time bracket for carrying out identification multiple described transaction images Customer characteristic;
Registration user's confirmation module, it is such as described for comparing the facial image in the customer characteristic and the memory Customer characteristic and the facial image coincide, it is determined that are the registration user, provide institute for the transaction record acquisition system State the object of consumer record.
4. green tea-drinking guidance system as described in claim 1, which is characterized in that the guiding screen is touch screen.
5. green tea-drinking guidance system as described in claim 1, which is characterized in that the note of the green tea-drinking guidance system Volume/login interface include registration button, login button, according to the camera shoot the customer characteristic show the data Tea-drinking product described in first three in the consumption ranking of the registration user in the server of library with same characteristic features.
6. green tea-drinking guidance system as claimed in claim 5, which is characterized in that the customer characteristic includes gender, age Section.
7. green tea-drinking guidance system as described in claim 1, which is characterized in that in the consumption ranking of the registration user Every kind of tea-drinking product includes calorie quantity, the tea-drinking that tea-drinking title, tea-drinking price, the tea-drinking product contain The microelement that product includes.
8. green tea-drinking guidance system as described in claim 1, which is characterized in that the green tea-drinking guidance system was recommended Every kind of tea-drinking product includes calorie quantity, the tea-drinking that tea-drinking title, tea-drinking price, the tea-drinking product contain The microelement that product includes.
CN201910429412.XA 2019-05-22 2019-05-22 A kind of green tea-drinking guidance system Pending CN110197399A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111012176A (en) * 2019-11-19 2020-04-17 深圳市中诺通讯有限公司 Control method and system of intelligent tea set

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US20160203508A1 (en) * 2015-01-09 2016-07-14 Toshiba Tec Kabushiki Kaisha Method and system for distributing and tracking effectiveness of product recommendations
CN109165992A (en) * 2018-07-16 2019-01-08 北京旷视科技有限公司 A kind of intelligent shopping guide method, apparatus, system and computer storage medium
CN109544203A (en) * 2018-10-15 2019-03-29 西安黑瞳信息科技有限公司 A kind of user's habit record and recommended method in dining room

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Publication number Priority date Publication date Assignee Title
US20160203508A1 (en) * 2015-01-09 2016-07-14 Toshiba Tec Kabushiki Kaisha Method and system for distributing and tracking effectiveness of product recommendations
CN109165992A (en) * 2018-07-16 2019-01-08 北京旷视科技有限公司 A kind of intelligent shopping guide method, apparatus, system and computer storage medium
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