CN109377325A - A kind of intelligence jewellery recommender system - Google Patents
A kind of intelligence jewellery recommender system Download PDFInfo
- Publication number
- CN109377325A CN109377325A CN201811501389.2A CN201811501389A CN109377325A CN 109377325 A CN109377325 A CN 109377325A CN 201811501389 A CN201811501389 A CN 201811501389A CN 109377325 A CN109377325 A CN 109377325A
- Authority
- CN
- China
- Prior art keywords
- unit
- information
- jewellery
- customer
- product
- 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.)
- Granted
Links
Classifications
-
- 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
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
Landscapes
- Business, Economics & Management (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Development Economics (AREA)
- Economics (AREA)
- Marketing (AREA)
- Strategic Management (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Image Processing (AREA)
- Processing Or Creating Images (AREA)
Abstract
The invention discloses a kind of intelligent jewellery recommender systems, including intelligent terminal, the intelligent terminal connecting pin is equipped with product library unit, Database Unit, data acquisition unit, feature extraction unit, analysis comparison unit, acoustic image unit and data input cell；The intelligent terminal is the terminals that terminal data processing and system operation are carried out in system, wherein, intelligent terminal is internally provided with independent microprocessor, specially ARM64 bit processor, for completing instruction fetch, executing instruction, and information operation is exchanged with the product library unit of intelligent terminal external connection, Database Unit and acoustic image assembly of elements, and the performance for providing data processing and operation is supported.The invention enables customers to carry out that more suitable product can be chosen when product is chosen, and improves the shopping experience of customer and the sales achievement of businessman.
Description
Technical field
The present invention relates to smart machine field, in particular to a kind of intelligent jewellery recommender system.
Background technique
The selection of jewellery and shape of face have biggish relationship, and different shapes of face needs to carry out different collocation in selection jewellery,
With the changes of the times, huge variation also has occurred in the hair style of people, and the style of hair style is also more and more abundant colorful, without
Same hair style will appear unexpected effect from different jewellery collocation.And jewellery are many kinds of at present, carrying out jewellery choosing
When purchase, most of customers and the eye for not having profession can not carry out a more rationally suitable jewellery selection.
Therefore, it is necessary to solve the above problems to invent a kind of intelligent jewellery recommender system.
Summary of the invention
The purpose of the present invention is to provide a kind of intelligent jewellery recommender systems, by the figure and features feature and face of collecting customer
Information will by determining several significant points in customer face side profile curve and exporting one group of characteristic measure for identification
Human eye, mouth, the Important Characteristic Points position of nose and eyes vitals geometry as characteristic of division, utilize such classification special
Sign, extracts the specific features in characteristic measure, it is carried out analysis comparison with the product data in product library unit, is pressed
Product ranking is carried out according to registration information, Products Show is carried out to customer, customer is chosen when carrying out product and choosing
More suitable product improves the shopping experience of customer and the sales achievement of businessman, to solve to propose in above-mentioned background technique
The problem of.
To achieve the above object, the invention provides the following technical scheme: a kind of intelligence jewellery recommender system, including intelligent end
End equipment, the intelligent terminal connecting pin are equipped with product library unit, Database Unit, data acquisition unit, feature extraction
Unit, analysis comparison unit, acoustic image unit and data input cell；
The intelligent terminal is the terminals that terminal data processing and system operation are carried out in system, wherein intelligence
Energy terminal device is internally provided with independent microprocessor, specially ARM64 bit processor, for completing instruction fetch, executing
Instruction, and information operation is exchanged with the product library unit of intelligent terminal external connection, Database Unit and acoustic image assembly of elements,
And the performance for providing data processing and operation is supported.
Preferably, the product library unit is the storage unit of businessman's jewellery product category information, and businessman is by oneself production
Kind class and informative presentations pass through the inside of product library unit of the data input cell typing into system.
Preferably, the data acquisition unit specifically includes the body of customer for being acquired to the figure and features feature of client
High information, weight information, the shape and structural relation of eyes, nose, mouth and chin component, the number of the data acquisition unit
According to acquisition mode be taken pictures using camera or customer in the way of bluetooth connection by customer's mobile phone information transmission simultaneously
Input.
Preferably, the feature extraction unit is used to the collected Customer Information of data acquisition unit carrying out feature pumping
It takes, several significant points is determined according to customer face side profile curve first, and export one group for identification by these significant points
Characteristic measure, wherein the geometry of human eye, mouth, the Important Characteristic Points position of nose and eyes vitals is special as classification
Sign, using such characteristic of division, extracts the specific features in characteristic measure, is then stored in Database Unit
It carries out storing spare processing.
Preferably, the analysis comparison unit is the functional unit that characteristic information is further processed in internal system,
It specifically includes: the product information of the characteristic information of back-up processing inside Database Unit and product library unit storage inside is carried out
It transfers, the information of the two is subjected to analysis comparison, the characteristic being overlapped in information is individually counted, according to different product
Type carries out classification storage, and carries out ProductName minor sort according to the number for being overlapped characteristic information.
Preferably, the acoustic image unit is set to the output end of intelligent terminal, specifically includes display screen and loudspeaker,
Treated for will analyze comparison unit that ProductName minor sort information is shown for the display screen, is choosing head convenient for customer
It carries out jewellery according to different product demands when decorations to select, the loudspeaker is for broadcasting ProductName minor sort information.
Preferably, the database input unit is set to the input terminal of intelligent terminal, specially keyboard, is used for quotient
The product information sold is carried out typing by family, and when customer's progress jewellery are chosen, is recorded to the part details demand of customer
Enter, so that the analysis and processing result of analysis comparison unit and the suitability of customer demand improve.
Preferably, the Database Unit be system in system operation data, buffered data and all kinds of basic informations into
Row storage backup functional unit, the Database Unit is specially hard disk, the connection pin of the Database Unit with it is miniature
Processor is attached, and is attached by communication interface and internet, is periodically carried out to the data inside Database Unit
It uploads backup and data updates.
Technical effect and advantage of the invention:
1, the present invention passes through the figure and features feature and facial information for collecting customer, by true in customer face side profile curve
Fixed several significant points simultaneously export one group of characteristic measure for identification, by human eye, mouth, the Important Characteristic Points position of nose and eyes weight
The geometry of organ is wanted to extract using such characteristic of division to the specific features in characteristic measure as characteristic of division,
It is subjected to analysis comparison with the product data in product library unit, according to registration information carry out product ranking, to customer into
Row Products Show enables customer to choose more suitable product when carrying out product and choosing, improves the merchandising business of businessman
Achievement；
2, the present invention carries out uploading backup by timing to the data inside Database Unit and data update, and ensure that number
According to novelty, the product style that user is chosen closely follow fashion, improve the shopping experience of customer.
Detailed description of the invention
Fig. 1 is present system structural schematic diagram.
In figure: 1 intelligent terminal, 2 product library units, 3 Database Unit, 4 data acquisition units, 5 feature extraction lists
Member, 6 analysis comparison units, 7 acoustic image units, 8 data input cells.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Embodiment 1
A kind of intelligent jewellery recommender system as shown in Figure 1, including intelligent terminal 1, the intelligent terminal 1 be
Computer, 1 connecting pin of intelligent terminal are equipped with product library unit 2, Database Unit 3, data acquisition unit 4, feature and take out
Take unit 5, analysis comparison unit 6, acoustic image unit 7 and data input cell 8；
The intelligent terminal 1 is the terminals that terminal data processing and system operation are carried out in system, wherein intelligence
Energy terminal device 1 is internally provided with independent microprocessor, specially ARM64 bit processor, for completing instruction fetch, executing
Instruction, and grasped with the product library unit 2 of intelligent terminal external connection, Database Unit 3 and 7 parts swap information of acoustic image unit
Make, and the performance for providing data processing and operation is supported.
Further, in the above-mentioned technical solutions, the product library unit 2 is the storage of businessman's jewellery product category information
Oneself product category and informative presentations are passed through product library unit 2 of 8 typing of data input cell into system by unit, businessman
Inside, the data acquisition unit 4 specifically includes the height information of customer for being acquired to the figure and features feature of client,
Weight information, the shape and structural relation of eyes, nose, mouth and chin component, the data acquisition of the data acquisition unit 4
Mode is to be taken pictures using camera or the information in customer's mobile phone is transmitted and inputted in the way of bluetooth connection by customer, institute
Feature extraction unit 5 is stated for the collected Customer Information of data acquisition unit 4 to be carried out feature extraction, first according to customer's face
Portion's side profile curve determines several significant points, and exports one group of characteristic measure for identification by these significant points, wherein people
Eye, mouth, the Important Characteristic Points position of nose and eyes vitals geometry as characteristic of division, utilize such classification special
Sign, extracts the specific features in characteristic measure, is then stored in and carries out storing spare place in Database Unit 3
Reason.
Further, in the above-mentioned technical solutions, the analysis comparison unit 6 be internal system to characteristic information carry out into
The functional unit of one step processing, specifically includes: by the characteristic information and product library unit 2 of 3 inside back-up processing of Database Unit
The product information of storage inside is transferred, and the information of the two is carried out analysis comparison, to the characteristic being overlapped in information into
Row individually counts, and carries out classification storage according to different product type, and carry out product ranking according to the number for being overlapped characteristic information
Sequence, the acoustic image unit 7 are set to the output end of intelligent terminal 1, specifically include display screen and loudspeaker, the display
Treated for will analyze comparison unit 6 that ProductName minor sort information is shown for screen, convenient for customer when choosing jewellery root
It carries out jewellery according to different product demands to select, the loudspeaker is for broadcasting ProductName minor sort information, the number
The input terminal of intelligent terminal 1, specially keyboard are set to according to library input unit, for businessman by the product information sold into
Row typing, and when customer's progress jewellery are chosen, typing is carried out to the part details demand of customer, so that analysis comparison unit 6
Analysis and processing result and customer demand suitability improve.
Further, in the above-mentioned technical solutions, the Database Unit 3 is in system to system operation data, buffering
Data and all kinds of basic informations carry out the functional unit of storage backup, and the Database Unit 3 is specially hard disk, the database
Connection pin and the microprocessor of unit 3 are attached, and are attached by communication interface and internet, periodically to data
Data inside library unit 3 carry out uploading backup and data update.
Embodiment 2
Unlike the first embodiment, in the present embodiment, intelligent terminal 1 may also be configured to tablet device, using flat
Processor in panel device completes Data Data and analyzes sequence of operations, completes instruction fetch, executes instruction, and and intelligent terminal
The product library unit 2 of external connection, Database Unit 3 and the operation of 7 parts swap information of acoustic image unit, and provide data processing and
The performance of operation is supported, when carrying out specifically used, convenient for moving to it, eliminates the limitation of using area；
Further, in the above-mentioned technical solutions, the product library unit 2, Database Unit 3, data acquisition unit 4,
Feature extraction unit 5, analysis comparison unit 6, acoustic image unit 7 and data input cell 8 are connect with tablet device.
Further, in the above-mentioned technical solutions, the product library unit 2 is the storage of businessman's jewellery product category information
Oneself product category and informative presentations are passed through product library unit 2 of 8 typing of data input cell into system by unit, businessman
Inside, the data acquisition unit 4 specifically includes the height information of customer for being acquired to the figure and features feature of client,
Weight information, the shape and structural relation of eyes, nose, mouth and chin component, the data acquisition of the data acquisition unit 4
Mode is taken pictures for the camera using plate or customer is transmitted the information in customer's mobile phone simultaneously in the way of bluetooth connection
Input.
Further, in the above-mentioned technical solutions, the feature extraction unit 5 is for collecting data acquisition unit 4
Customer Information carry out feature extraction, several significant points are determined according to customer face side profile curve first, and shown by these
Write point one group of characteristic measure for identification of export, wherein human eye, mouth, the Important Characteristic Points position of nose and eyes vitals
Geometry extracts the specific features in characteristic measure using such characteristic of division as characteristic of division, then by it
It is stored in Database Unit 3 and store spare processing, the analysis comparison unit 6 is that internal system carries out characteristic information
The functional unit being further processed, specifically includes: by the characteristic information and product library unit of 3 inside back-up processing of Database Unit
The product information of 2 storage insides is transferred, and the information of the two is carried out analysis comparison, to the characteristic being overlapped in information into
Row individually counts, and carries out classification storage according to different product type, and carry out product ranking according to the number for being overlapped characteristic information
Sequence.
Wherein, acoustic image unit 7 is the display screen and loudspeaker in tablet device, for it will analyze the processing of comparison unit 6 after
ProductName minor sort information shown, jewellery are carried out according to different product demand when choosing jewellery convenient for customer and are chosen
Choosing, for the loudspeaker for broadcasting ProductName minor sort information, the database input unit is set to intelligent terminal
The product information sold is carried out typing for businessman, and carries out jewellery choosing in customer by the input terminal of equipment 1, specially keyboard
When purchase, typing is carried out to the part details demand of customer, so that the analysis and processing result of analysis comparison unit 6 and customer demand
Suitability improves, and the Database Unit 3 is to deposit in system to system operation data, buffered data and all kinds of basic informations
The functional unit of part is laid in, the Database Unit 3 is specially hard disk, the connection pin of the Database Unit 3 and miniature place
Reason device is attached, and is attached by communication interface and internet, is periodically carried out to the data inside Database Unit 3
It passes backup and data updates.
Working principle of the present invention: in use, data acquisition unit 4 is taken pictures using camera or the side of Bluetooth transmission
Formula is acquired the figure and features feature of client, specifically includes the height information of customer, weight information, eyes, nose, mouth and
The collected Customer Information of data acquisition unit 4 is carried out feature by the shape and structural relation of chin component, feature extraction unit 5
It extracts, several significant points is determined according to customer face side profile curve first, and export one group for knowing by these significant points
Another characteristic measurement, wherein the geometry of human eye, mouth, the Important Characteristic Points position of nose and eyes vitals is special as classification
Sign, using such characteristic of division, extracts the specific features in characteristic measure, is then stored in Database Unit 3
It inside carries out storing spare processing, analyzes comparison unit 6 for the characteristic information and product library list of 3 inside back-up processing of Database Unit
The product information of first 2 storage insides is transferred, and the information of the two is carried out analysis comparison, to the characteristic being overlapped in information
It is individually counted, classification storage is carried out according to different product type, and ProductName is carried out according to the number for being overlapped characteristic information
Minor sort, display screen will analyze comparison unit 6, and treated that ProductName minor sort information is shown, is choosing head convenient for customer
It carries out jewellery according to different product demands when decorations to select, loudspeaker broadcasts ProductName minor sort information, is convenient for eyesight
Bad customer chooses.
Finally, it should be noted that the foregoing is only a preferred embodiment of the present invention, it is not intended to restrict the invention,
Although the present invention is described in detail referring to the foregoing embodiments, for those skilled in the art, still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features,
All within the spirits and principles of the present invention, any modification, equivalent replacement, improvement and so on should be included in of the invention
Within protection scope.
Claims (8)
1. a kind of intelligence jewellery recommender system, including intelligent terminal (1), it is characterised in that: the intelligent terminal (1)
Connecting pin is equipped with product library unit (2), Database Unit (3), data acquisition unit (4), feature extraction unit (5), analysis pair
Than unit (6), acoustic image unit (7) and data input cell (8)；
The intelligent terminal (1) is the terminals that terminal data processing and system operation are carried out in system, wherein intelligence
Terminal device (1) is internally provided with independent microprocessor, specially ARM64 bit processor, for completing instruction fetch, executing
Instruction, and with the product library unit (2) of intelligent terminal external connection, Database Unit (3) and acoustic image unit (7) parts swap
Information operation, and the performance for providing data processing and operation is supported.
2. a kind of intelligent jewellery recommender system according to claim 1, it is characterised in that: the product library unit (2) is
Oneself product category and informative presentations are passed through data input cell by the storage unit of businessman's jewellery product category information, businessman
(8) inside of product library unit (2) of the typing into system.
3. a kind of intelligent jewellery recommender system according to claim 2, it is characterised in that: the data acquisition unit (4)
Be acquired for the figure and features feature to client, specifically include the height information of customer, weight information, eyes, nose, mouth and
The shape and structural relation of chin component, the data acquisition modes of the data acquisition unit (4) are to be clapped using camera
According to or customer the information in customer's mobile phone is transmitted and is inputted in the way of bluetooth connection.
4. a kind of intelligent jewellery recommender system according to claim 3, it is characterised in that: the feature extraction unit (5)
It is bent according to customer face side profile first for the collected Customer Information of data acquisition unit (4) to be carried out feature extraction
Line determines several significant points, and exports one group of characteristic measure for identification by these significant points, wherein the weight of human eye, mouth, nose
Want the geometry of characteristic point position and eyes vitals as characteristic of division, using such characteristic of division, to characteristic measure
In specific features extracted, be then stored in Database Unit (3) and carry out storing spare processing.
5. a kind of intelligent jewellery recommender system according to claim 4, it is characterised in that: the analysis comparison unit (6)
It for the functional unit that characteristic information is further processed in internal system, specifically includes: will be backed up inside Database Unit (3)
The characteristic information of processing and the product information of product library unit (2) storage inside are transferred, and the information of the two is analyzed
Comparison, individually counts the characteristic being overlapped in information, carries out classification storage according to different product type, and according to weight
The number for closing characteristic information carries out ProductName minor sort.
6. a kind of intelligent jewellery recommender system according to claim 5, it is characterised in that: acoustic image unit (7) setting
Output end in intelligent terminal (1) specifically includes display screen and loudspeaker, and the display screen will be for that will analyze comparison unit
(6) treated, and ProductName minor sort information is shown, convenient for customer when choosing jewellery according to different product demands into
Row jewellery are selected, and the loudspeaker is for broadcasting ProductName minor sort information.
7. a kind of intelligent jewellery recommender system according to claim 6, it is characterised in that: the database input unit is set
It is placed in the input terminal of intelligent terminal (1), specially keyboard, for businessman by the product information sold progress typing, and
When customer's progress jewellery are chosen, typing is carried out to the part details demand of customer, so that the analysis processing of analysis comparison unit (6)
As a result it is improved with the suitability of customer demand.
8. a kind of intelligent jewellery recommender system according to claim 7, it is characterised in that: the Database Unit (3) is
The functional unit of storage backup, the database are carried out in system to system operation data, buffered data and all kinds of basic informations
Unit (3) is specially hard disk, and the connection pin of the Database Unit (3) is attached with microprocessor, and passes through communication
Interface is attached with internet, and periodically the data internal to Database Unit (3) carry out uploading backup and data update.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811501389.2A CN109377325B (en) | 2018-12-10 | 2018-12-10 | Intelligent jewelry recommendation system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811501389.2A CN109377325B (en) | 2018-12-10 | 2018-12-10 | Intelligent jewelry recommendation system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN109377325A true CN109377325A (en) | 2019-02-22 |
| CN109377325B CN109377325B (en) | 2022-03-04 |
Family
ID=65372813
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811501389.2A Active CN109377325B (en) | 2018-12-10 | 2018-12-10 | Intelligent jewelry recommendation system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109377325B (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110135906A (en) * | 2019-05-14 | 2019-08-16 | 赵东 | It is a kind of being capable of shopping guide and the intelligent sales counter that precisely pushes |
| CN111144939A (en) * | 2019-12-23 | 2020-05-12 | 上海擎感智能科技有限公司 | Product analysis method, device, computer storage medium and system |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104331564A (en) * | 2014-11-10 | 2015-02-04 | 深圳市中兴移动通信有限公司 | Dressing instruction method based on terminal equipment and terminal equipment |
| CN105426850A (en) * | 2015-11-23 | 2016-03-23 | 深圳市商汤科技有限公司 | Human face identification based related information pushing device and method |
| CN105809461A (en) * | 2014-12-30 | 2016-07-27 | Tcl集团股份有限公司 | Method, system and intelligent device for recommending jewelry |
| CN108133055A (en) * | 2018-01-23 | 2018-06-08 | 京东方科技集团股份有限公司 | Intelligent dress ornament storage device and based on its storage, recommend method and apparatus |
| CN108320219A (en) * | 2018-02-05 | 2018-07-24 | 哈尔滨商业大学 | Jewelry Customization System |
| US20180268458A1 (en) * | 2015-01-05 | 2018-09-20 | Valorbec Limited Partnership | Automated recommendation and virtualization systems and methods for e-commerce |
| KR101917233B1 (en) * | 2017-08-08 | 2018-11-09 | 주식회사 헤라몬드 | System and Method for Jewelry Matching Using Scan Image and Big Data Analysis |
-
2018
- 2018-12-10 CN CN201811501389.2A patent/CN109377325B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104331564A (en) * | 2014-11-10 | 2015-02-04 | 深圳市中兴移动通信有限公司 | Dressing instruction method based on terminal equipment and terminal equipment |
| CN105809461A (en) * | 2014-12-30 | 2016-07-27 | Tcl集团股份有限公司 | Method, system and intelligent device for recommending jewelry |
| US20180268458A1 (en) * | 2015-01-05 | 2018-09-20 | Valorbec Limited Partnership | Automated recommendation and virtualization systems and methods for e-commerce |
| CN105426850A (en) * | 2015-11-23 | 2016-03-23 | 深圳市商汤科技有限公司 | Human face identification based related information pushing device and method |
| KR101917233B1 (en) * | 2017-08-08 | 2018-11-09 | 주식회사 헤라몬드 | System and Method for Jewelry Matching Using Scan Image and Big Data Analysis |
| CN108133055A (en) * | 2018-01-23 | 2018-06-08 | 京东方科技集团股份有限公司 | Intelligent dress ornament storage device and based on its storage, recommend method and apparatus |
| CN108320219A (en) * | 2018-02-05 | 2018-07-24 | 哈尔滨商业大学 | Jewelry Customization System |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110135906A (en) * | 2019-05-14 | 2019-08-16 | 赵东 | It is a kind of being capable of shopping guide and the intelligent sales counter that precisely pushes |
| CN111144939A (en) * | 2019-12-23 | 2020-05-12 | 上海擎感智能科技有限公司 | Product analysis method, device, computer storage medium and system |
Also Published As
| Publication number | Publication date |
|---|---|
| CN109377325B (en) | 2022-03-04 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110321477A (en) | Information recommendation method, device, terminal and storage medium | |
| CN106202316A (en) | Merchandise news acquisition methods based on video and device | |
| CN106202317A (en) | Method of Commodity Recommendation based on video and device | |
| CN106952119A (en) | A kind of clothes intelligent Matching marketing method and system | |
| CN107862566A (en) | A kind of Method of Commodity Recommendation and system | |
| CN106202304A (en) | Method of Commodity Recommendation based on video and device | |
| CN109377325A (en) | A kind of intelligence jewellery recommender system | |
| CN106293362A (en) | A kind of guiding cosmetic equipment | |
| CN110084657A (en) | A kind of method and apparatus for recommending dress ornament | |
| CN108876430A (en) | A kind of advertisement sending method based on crowd characteristic, electronic equipment and storage medium | |
| CN109544262A (en) | Item recommendation method, device, electronic equipment, system and readable storage medium storing program for executing | |
| Paraschiv et al. | The change in e-commerce in the context of the Coronavirus pandemic | |
| CN108960999A (en) | Consume recommended method and device, storage medium, terminal | |
| CN202275408U (en) | Fitting mirror | |
| CN104571805A (en) | Object Information Presentation Device and Method | |
| CN102793418A (en) | Dressing mirror display system | |
| CN107403204A (en) | A kind of intelligent dressing acquisition system and method based on big data | |
| CN206039630U (en) | Intelligence fitting equipment | |
| CN111489244A (en) | Off-line merchant targeted promotion system | |
| CN112826514A (en) | Atrial fibrillation signal classification method, device, terminal and storage medium | |
| CN110489724A (en) | Synthetic method, mobile terminal and the storage medium of hand-written script | |
| CN209486681U (en) | A kind of product intelligent is shown and retail terminal | |
| CN109003162A (en) | Jewelry intelligent shopping guide method, system, equipment and computer readable storage medium | |
| CN209357088U (en) | A kind of makeups product information display system | |
| CN106774838A (en) | The method and device of intelligent glasses and its display information |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |