CN110428297A - Commercial product recommending system, method, electronic equipment, storage medium - Google Patents
Commercial product recommending system, method, electronic equipment, storage medium Download PDFInfo
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- CN110428297A CN110428297A CN201811381978.1A CN201811381978A CN110428297A CN 110428297 A CN110428297 A CN 110428297A CN 201811381978 A CN201811381978 A CN 201811381978A CN 110428297 A CN110428297 A CN 110428297A
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- face
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- 239000013065 commercial product Substances 0.000 title claims abstract description 52
- 238000000034 method Methods 0.000 title claims abstract description 24
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
Abstract
The present invention provides a kind of commercial product recommending system, method, electronic equipment, storage medium, commercial product recommending system, comprising: first terminal, comprising: the first video collector, for acquiring and identifying that face identifies；First commodity identifier, for identification commodity sign；First processor is communicated to connect with first video collector and the first commodity identifier, to be associated with the face mark and the commodity sign, using the input as recommendation terminal；Second terminal, it is communicated to connect with the first terminal, the second terminal includes: the second video collector, for acquiring and identifying that face identifies, when second video collector recognizes the face mark of user, the commodity recommended to the user identified with the face are exported from the recommendation terminal；Second display, the commodity recommended for showing the recommendation terminal.The present invention realizes commercial product recommending under line.
Description
Technical field
The present invention relates to computer application technology more particularly to a kind of commercial product recommending system, method, electronic equipment,
Storage medium.
Background technique
With the popularity of the internet, electric business is come into being on more and more lines.Currently, electric business can be according to user on line
Account, browser Cookie etc. identify different users, and then recommend quotient to user according to the historical viewings of user, purchaser record
Product.However, the Xian Xia shops of commodity due to intelligentized deficiency, cannot achieve such as the collinear commercial product recommending for powering on quotient and corresponding
User experience.
Summary of the invention
The present invention provides a kind of commercial product recommending system, method, electronics and sets to overcome defect existing for above-mentioned the relevant technologies
Standby, storage medium, so overcome caused by the limitation and defect due to the relevant technologies at least to a certain extent one or
Multiple problems.
According to an aspect of the present invention, a kind of commercial product recommending system is provided, comprising:
First terminal, comprising:
First video collector, for acquiring and identifying that face identifies；
The identification range of first commodity identifier, the first commodity identifier is located at adopting for first video collector
Within the scope of collection, commodity sign for identification；
First processor is communicated to connect with first video collector and the first commodity identifier, to be associated with
Face mark and the commodity sign are stated, using the input as recommendation terminal；Second terminal, with the first terminal communication link
It connects, the second terminal includes:
Second video collector, for acquiring and identifying that face identifies, when second video collector recognizes user
Face mark when, from it is described recommendation terminal export to the face identify user recommend commodity；
Second display, the commodity recommended for showing the recommendation terminal.
Optionally, the first terminal includes:
First display, first video collector are integrated on first display, first video acquisition
The acquisition direction of device is consistent with the display direction of first display.
Optionally, first display includes being arranged on first display or being embedded in first display
Touch screen, first display for showing multiple commodity,
The touch screen is for receiving user to the touch control operation of first display, the first commodity identifier root
The selected commodity sign of user is identified according to touch control operation of the user to first display.
Optionally, the first commodity identifier is RFID card reader, described for reading the RFID label tag of commodity setting
First commodity identifier is according to the content recognition commodity sign of read RFID label tag.
Optionally, the first commodity identifier is data sink, to receive the motion sensor of commodity setting
Data.
Optionally, the data sink receives the data instruction commodity of the motion sensor of the commodity in identification range
The first video collector work is triggered when mobile.
Optionally, the first terminal further include:
Whether first sensor has human body within the acquisition range for sensing the first video collector, when described first
Sensor is sensed there are when human body within the acquisition range of the first video collector, and triggering first video collector works.
Optionally, the first sensor is ultrasonic sensor or infrared sensor.
Optionally, first video collector includes driving first video collector mobile to adjust described first
The driver of video collector, the first sensor control the movement of the driver.
Optionally, the first terminal is used as the second terminal；And/or the second terminal is as first terminal
It uses.
Optionally, when the first terminal includes the first display, the first terminal makes as the second terminal
With first display shows the commodity that the recommendation terminal is recommended, and the first commodity identifier is according to user to described
The operation of commodity shown by first display identifies the selected commodity sign of user.
Optionally, when the second terminal includes the second commodity identifier and second processor, the second terminal is made
For first terminal use, the second commodity identifier is according to user to the behaviour of commodity shown by the second display
Make the identification selected commodity sign of user, the second processor is associated with the face mark and the commodity sign, to make
For the input for recommending terminal.
Optionally, further includes: recommend terminal, to according to associated face mark and the commodity sign export to
The commodity that user with face mark recommends.
According to another aspect of the invention, a kind of first terminal is also provided, commercial product recommending system is applied to, the commodity push away
The system of recommending includes first terminal and second terminal, and the first terminal includes:
First video collector, for acquiring and identifying that face identifies；
The identification range of first commodity identifier, the first commodity identifier is located at adopting for first video collector
Within the scope of collection, commodity sign for identification；
First processor is communicated to connect with first video collector and the first commodity identifier, to be associated with
Face mark and the commodity sign are stated, using the input as recommendation terminal, when the second video collector of second terminal identifies
When the face mark of user, the commodity recommended to the user identified with the face are exported from the recommendation terminal, and be shown in
The second display of the second terminal.
According to another aspect of the invention, a kind of second terminal is also provided, commercial product recommending system is applied to, the commodity push away
The system of recommending includes first terminal and second terminal, and the second terminal includes:
Second video collector, for acquiring and identifying that face identifies, when second video collector recognizes user
Face mark when, from recommendation terminal export to the face identify user recommend commodity, it is described recommend terminal it is defeated
Enter for it is associated, by first terminal the first video collector identify face mark and first terminal the first commodity identifier know
Other commodity sign；
Second display, the commodity recommended for showing the recommendation terminal.
According to another aspect of the invention, a kind of Method of Commodity Recommendation is also provided, commercial product recommending system, the quotient are applied to
Product recommender system includes first terminal and second terminal, and the Method of Commodity Recommendation includes:
The face mark of the data identification user of the first video collector acquisition of first terminal；
First commodity identifier of first terminal identifies that commodity sign, the identification range of the first commodity identifier are located at
Within the acquisition range of first video collector；
First terminal is associated with the commodity sign and the face identifies, wherein same face mark associated at least one
Commodity sign is as the input for recommending terminal, when the face mark of the second video collector of second terminal identification user, by
It is described that terminal is recommended to export the commodity recommended to the user identified with the face, and be shown in the second of the second terminal and show
Show device.
According to another aspect of the invention, a kind of Method of Commodity Recommendation is also provided, commercial product recommending system, the quotient are applied to
Product recommender system includes first terminal and second terminal, and the Method of Commodity Recommendation includes:
By the face mark for the data identification user that the second video collector of second terminal acquires, which is identified for institute
State recommend terminal export to the face identify user recommend commodity, it is described recommend terminal input be it is associated, by
The commodity sign of the first commodity identifier identification of the first video collector identification face mark and first terminal of first terminal；
The commodity that the recommendation terminal is recommended are shown by the second display of second terminal.
According to another aspect of the invention, a kind of electronic equipment is also provided, the electronic equipment includes: processor；Storage
Medium, is stored thereon with computer program, and the computer program executes step as described above when being run by the processor.
According to another aspect of the invention, a kind of storage medium is also provided, computer journey is stored on the storage medium
Sequence, the computer program execute step as described above when being run by processor.
Compared with prior art, present invention has an advantage that
On the one hand, the face mark identified by first terminal and second terminal distinguishes different users, without with
Family account or other modes for needing user's operation bidirectional distinguish different users；On the other hand, it is located at by identification range described
The first commodity identifier within the acquisition range of first video collector, by the first commodity identifier and the first video acquisition
The mark (face mark and commodity sign) that device respectively acquires associates, i.e., is adopted by the first commodity identifier and the first video
The positional relationship of storage, the object that it is respectively acquired associate in position；In another aspect, pass through first terminal the
One video collector acquisition face identify and be associated with the first commodity identifier identification commodity sign, thus using as recommendation terminal
Input, then from second terminal show recommend terminal output to the face identify user recommend commodity, thus can realize
The intelligent recommendation done shopping under line, and improve user experience.
Detailed description of the invention
Its example embodiment is described in detail by referring to accompanying drawing, above and other feature of the invention and advantage will become
It is more obvious.
Fig. 1 shows the schematic diagram of commercial product recommending system according to an embodiment of the present invention.
Fig. 2 shows the schematic diagrames of the first terminal of specific embodiment according to the present invention.
Fig. 3 shows the schematic diagram of the second terminal of specific embodiment according to the present invention.
Fig. 4 shows the schematic diagram of the commercial product recommending system of specific embodiment according to the present invention.
Fig. 5 shows the schematic diagram of the commercial product recommending system of specific embodiment according to the present invention.
Fig. 6 shows the flow chart of Method of Commodity Recommendation according to an embodiment of the present invention.
Fig. 7 shows the flow chart of Method of Commodity Recommendation according to an embodiment of the present invention.
Fig. 8 schematically shows a kind of computer readable storage medium schematic diagram in exemplary embodiment of the present.
Fig. 9 schematically shows a kind of electronic equipment schematic diagram in exemplary embodiment of the present.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes
Formula is implemented, and is not understood as limited to example set forth herein；On the contrary, thesing embodiments are provided so that the present invention will more
Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.Described feature, knot
Structure or characteristic can be incorporated in any suitable manner in one or more embodiments.
In addition, attached drawing is only schematic illustrations of the invention, it is not necessarily drawn to scale.Identical attached drawing mark in figure
Note indicates same or similar part, thus will omit repetition thereof.Some block diagrams shown in the drawings are function
Energy entity, not necessarily must be corresponding with physically or logically independent entity.These function can be realized using software form
Energy entity, or these functional entitys are realized in one or more hardware modules or integrated circuit, or at heterogeneous networks and/or place
These functional entitys are realized in reason device device and/or microcontroller device.
Flow chart shown in the drawings is merely illustrative, it is not necessary to including all steps.For example, the step of having
It can also decompose, and the step of having can merge or part merges, therefore, the sequence actually executed is possible to according to the actual situation
Change.
Fig. 1 shows the schematic diagram of commercial product recommending system according to an embodiment of the present invention.With reference to Fig. 1, commercial product recommending system
Including first terminal 110 and second terminal 120.In some embodiments, commercial product recommending system further includes recommending terminal 130.
First terminal 110 includes the first video collector 111, the first commodity identifier 112 and first processor 113.
First video collector 111 is for acquiring and identifying that face identifies.
The identification range of first commodity identifier 112 is located within the acquisition range of first video collector 111, institute
State the first commodity identifier 112 commodity sign for identification.
First processor 113 and first video collector and the first commodity identifier communicate to connect, with association
The face mark and the commodity sign, using the input as recommendation terminal.
Second terminal 120 and the first terminal 110 communication connection (such as by recommending terminal 130 to communicate to connect).Institute
Stating second terminal 120 includes the second video collector 121 and second display 122.
Second video collector 121 is for acquiring and identifying that face identifies, when second video collector recognizes use
When the face mark at family, the commodity recommended to the user identified with the face are exported from the recommendation terminal.
Second display 122 is used to show the commodity that the recommendation terminal is recommended.
In the commercial product recommending system of exemplary embodiments of the present invention, on the one hand, eventually by first terminal and second
The face mark of end identification distinguishes different users, distinguishes without user account or other modes for needing user's operation bidirectional
Different users；On the other hand, the first quotient being located at by identification range within the acquisition range of first video collector
Product identifier, the mark that the first commodity identifier and the first video collector are respectively acquired (face mark and commodity sign)
It associates, that is, passes through the positional relationship of the first commodity identifier and the first video collector, the object that it is respectively acquired
It associates in position；It identifies in another aspect, acquiring face by the first video collector of first terminal and is associated with first
The commodity sign of commodity identifier identification, thus to show that recommendation terminal is defeated as the input for recommending terminal, then by second terminal
The commodity that the user identified to the face out recommends, thus can realize the intelligent recommendation done shopping under line, and improve user's body
It tests.
Commercial product recommending system provided by the invention is described below in conjunction with specific embodiment.
Specifically, in some embodiments of the invention, commercial product recommending system also may include recommending terminal 130.The
One terminal 110 and second terminal 120 are all disposed within Xian Xia shops, and first terminal 110 is, for example, to have the first video collector 111
Monitor terminal, when user enter the first video collector 111 acquisition range in when, the first video collector 111 can be known
The face of other user identifies (for example, face feature of user).Further, the first video collector 111 can be by user's
Face feature is sent in a face database to obtain the corresponding face mark of the face feature.In such embodiments,
Face database can store the corresponding relationship of different face feature and face mark according to different StoreFronts.In view of excessive
Face feature and the corresponding relationship of face mark are easy to cause the reduction of recognition speed and recognition accuracy, can be each human face data
Library sets the threshold value of face mark quantity, can be temporally by storage when face database setting face mark quantity is more than threshold value
Deposit the time it is earliest face mark and face feature corresponding relationship delete.The first commodity identifier 112 of the monitor terminal
It can such as identify the commodity sign that user currently picks up, browses.By first handle its 113 can by the face of user identify and use
The commodity sign association for the commodity that family picks up, browses, is recorded using browsing as user, is input to and recommends in terminal 130.Recommend eventually
End 130 is, for example, trained recommended models.Recommended models can be any machine learning model, and it will not be described here.It pushes away
The quotient that the user identified to each face recommends can be exported according to the data inputted by first processor 111 by recommending terminal 130
Product.Second terminal 120 is, for example, the cashier terminal of Xian Xia shops, when user reaches cashier, the second view of second terminal 120
Frequency collector 121 acquires and identifies the face mark of user.Thus, it is possible to from recommending to determine at terminal 130 to currently identifying
Face mark the commodity recommended of user, and be shown on the second display 122 of cashier terminal.Second display 122 can
With towards cashier or towards consumption user, the present invention is not limited thereto.
In one particular embodiment of the present invention, as shown in Fig. 2, first terminal 210 is in addition to the first video collector
211, the first commodity identifier 212 and first processor 213 further include the first display 214.First video collector
211 can integrate on first display 214, and the acquisition direction of first video collector 211 is aobvious with described first
Show that the display direction of device 214 is consistent.First display 214 for example can be Xian Xia shops fitting room or show area be used as mirror
It is the display screen of son, the displaying display screen of commodity of Xian Xia shops, one or more in advertisement screen, the present invention not as
Limit.In some embodiments, the first display 214 can show the video collected of the first video collector 211.At other
In embodiment, the first display 214 can be with display of commodity.At one of above-described embodiment in the specific implementation, first display
Device 214 may include the touch screen for being arranged on first display 214 or being embedded in first display 214.It is described
Touch screen is for receiving user to the touch control operation of first display 214, and the first commodity identifier 212 is according to described
User identifies user's selected commodity sign on the first display 214 to the touch control operation of first display.
In a change case of above-described embodiment, the first commodity identifier 212 can be RFID card reader, be used for
Read the RFID label tag of commodity setting.The first commodity identifier 212 is according to the content recognition quotient of read RFID label tag
Product mark.In the Xian Xia shops of such as clothing, before user holds toggery station to the first display 214 as mirror
When, RFID card reader can read the RFID label tag on toggery, to identify commodity sign.
In another change case of above-described embodiment, the first commodity identifier 212 is data sink, to connect
Receive the data of the motion sensor of commodity setting.In the present embodiment, 6 axis accelerometers/gyroscope can be set on commodity
The motion sensors such as sensor, to determine whether commodity are moved.In the present embodiment, the first commodity identifier 212 is used as number
The data of the motion sensor of the commodity in the acquisition range of the first video collector 211 only can be read according to receiver.Work as data
The data that receiver receives the motion sensor of commodity setting can be transmitted when determining that commodity are mobile according to motion sensor
Obtain the image recognition commodity sign of commodity sign or the acquisition by the first video collector 211.Further, in this implementation
In example, the triggering when data sink receives the data instruction commodity movement of the motion sensor of the commodity in identification range
First video collector 211 works, to identify that face identifies.
In another change case of above-described embodiment, the first terminal 210 further includes first sensor 215.First
Sensor 215 is used to sense within the acquisition range of the first video collector 211 whether having human body, when the first sensor
There are when human body within the acquisition range of 215 the first video collectors 211 of sensing, 211 work of the first video collector is triggered
Make.The first sensor 215 can be ultrasonic sensor or infrared sensor.Specifically, in the present embodiment, institute
Stating the first video collector 211 may include that the driving movement of the first video collector 211 is adopted with adjusting first video
The driver 2111 of the acquisition range of storage 211.The first sensor 215 can control the driver 2111 to control
State the movement of the first video collector 211.
Only depict the various implementations of first terminal 210 above, above-mentioned each embodiment can individually or with
Combined mode is implemented, and the present invention is not limited thereto.
In one particular embodiment of the present invention, as shown in figure 3, second terminal 310 is in addition to the second video collector
311, except second display 314, there can also be component identical with first terminal 210.For example, second terminal 310 may be used also
With include the second commodity identifier 312, it is second processor 313, one or more in second sensor 315.Second video is adopted
Storage 311 further includes the driver 3111 for driving the second video collector 311 mobile.As a result, second terminal 310 can have
There is function identical with first terminal 210.Second terminal 310 can also be used as first terminal 210 to use as a result,.
In another specific embodiment of the invention, as shown in figure 4, commercial product recommending system may include multiple first whole
Thus end 410 and at least one second terminal 420 recommend terminal 430 that can obtain more user's history behavioral datas, with defeated
More accurate commercial product recommending out.
In another specific embodiment of the invention, as shown in figure 5, first terminal 510 can be used as second terminal 520
It uses；Second terminal 520 can also be used as the use of first terminal 510.
Specifically, first terminal 510 identifies commodity sign, is associated with the face in addition to acquiring and identifying that face identifies
Mark and the commodity sign can also show what the recommendation terminal 530 was recommended using except the input as recommendation terminal
Commodity, the first commodity identifier identify selected by user the operation of commodity shown by first display according to user
The commodity sign selected.
Likewise, the second terminal 520 shows that the recommendation terminal 530 is recommended in addition to acquiring and identifying that face identifies
Commodity except, the selected quotient of user can also be identified to the operations of commodity shown by the second display according to user
Product mark, and it is associated with the face mark and the commodity sign, using the input as the recommendation terminal.
In such embodiment, it is not limited to the quantity of first terminal 510 and second terminal 520, and 510 He of each first terminal
Second terminal 520 can identical structure to be used interchangeably, as a result, to any one first terminal 510 or second terminal
520 can realize and obtain user data, Recommendations, the data closed loop for obtaining user data Recommendations again.
It is above only to schematically show multiple embodiments of the invention, under the premise of without prejudice to present inventive concept,
The variations such as the merging of step, fractionation, parallel execution, exchange sequence are all within protection scope of the present invention.
The present invention also provides a kind of first terminals, are applied to commercial product recommending system, and the commercial product recommending system includes first
Terminal and second terminal, the first terminal are as shown in Figure 2.First terminal 210 includes the first video collector 211, the first quotient
Product identifier 212 and first processor 213.
First video collector 211 is for acquiring and identifying that face identifies.
The identification range of first commodity identifier 212 is located within the acquisition range of first video collector 111, institute
State the first commodity identifier 212 commodity sign for identification.
First processor 213 and first video collector and the first commodity identifier communicate to connect, with association
The face mark and the commodity sign, using the input as recommendation terminal, when the second video collector of second terminal is known
When the face mark of other user, the commodity recommended to the user identified with the face are exported from the recommendation terminal, and show
In the second display of the second terminal.
Other than the first video collector 211, the first commodity identifier 212 and first processor 213, first terminal
210 can also include the first display 214, first sensor 215.First display 214, first sensor 215 structure
It is illustrated in combination with fig. 2, it will not be described here.
In the first terminal of exemplary embodiments of the present invention, on the one hand, known by first terminal and second terminal
The different user in other face tag slot point, distinguishes difference without user account or other modes for needing user's operation bidirectional
User；On the other hand, the first commodity within the acquisition range of first video collector are located at by identification range to know
The mark (face mark and commodity sign) that first commodity identifier is respectively acquired with the first video collector is associated with by other device
Get up, that is, pass through the positional relationship of the first commodity identifier and the first video collector, the object that it is respectively acquired is in place
It sets and associates；It identifies in another aspect, acquiring face by the first video collector of first terminal and is associated with the first commodity
The commodity sign of identifier identification, thus to show recommendation terminal output as the input for recommending terminal, then by second terminal
The commodity that the user identified to the face recommends, thus can realize the intelligent recommendation done shopping under line, and improve user experience.
The present invention also provides a kind of second terminals, are applied to commercial product recommending system, and the commercial product recommending system includes first
Terminal and second terminal, the second terminal are as shown in Figure 3.
The second terminal 310 includes the second video collector 311 and second display 314.
Second video collector 311 is for acquiring and identifying that face identifies, when second video collector recognizes use
When the face mark at family, the commodity recommended to the user identified with the face are exported from the recommendation terminal, the recommendation is eventually
The input at end is the first commodity knowledge associated, that face mark and first terminal are identified by the first video collector of first terminal
The commodity sign of other device identification.
Second display 314 is used to show the commodity that the recommendation terminal is recommended.
Other than the second video collector 311, second display 314, second terminal 310 can also include the second commodity
Identifier 312, second processor 313 and second sensor 315.Second commodity identifier 312, second processor 313 and second
The structure of sensor 315 has combined Fig. 3 to illustrate, it will not be described here.
In the second terminal of exemplary embodiments of the present invention, on the one hand, known by first terminal and second terminal
The different user in other face tag slot point, distinguishes difference without user account or other modes for needing user's operation bidirectional
User；On the other hand, the first commodity within the acquisition range of first video collector are located at by identification range to know
The mark (face mark and commodity sign) that first commodity identifier is respectively acquired with the first video collector is associated with by other device
Get up, that is, pass through the positional relationship of the first commodity identifier and the first video collector, the object that it is respectively acquired is in place
It sets and associates；It identifies in another aspect, acquiring face by the first video collector of first terminal and is associated with the first commodity
The commodity sign of identifier identification, thus to show recommendation terminal output as the input for recommending terminal, then by second terminal
The commodity that the user identified to the face recommends, thus can realize the intelligent recommendation done shopping under line, and improve user experience.
The present invention also provides a kind of Method of Commodity Recommendation based on first terminal, are applied to commercial product recommending system, the quotient
Product recommender system includes first terminal and second terminal.The Method of Commodity Recommendation based on first terminal is as shown in fig. 6, include
Following steps:
Step S610: the face mark of the data identification user of the first video collector acquisition of first terminal；
Step S620: the first commodity identifier of first terminal identifies commodity sign, the knowledge of the first commodity identifier
Other range is located within the acquisition range of first video collector；
Step S630: first terminal is associated with the commodity sign and the face identifies, wherein same face mark association
An at least commodity sign be used as recommend terminal input, when second terminal the second video collector identification user face mark
When knowledge, the commodity recommended to the user identified with the face are exported from the recommendation terminal, and be shown in the second terminal
Second display.
In the Method of Commodity Recommendation based on first terminal of exemplary embodiments of the present invention, on the one hand, pass through
One terminal and the face mark of second terminal identification distinguish different user, without user account or other need user additional
The mode of operation distinguishes different users；On the other hand, the acquisition model of first video collector is located at by identification range
The first commodity identifier within enclosing, the mark (face that the first commodity identifier and the first video collector are respectively acquired
Mark and commodity sign) it associates, that is, pass through the positional relationship of the first commodity identifier and the first video collector, by it
The object respectively acquired associates in position；In another aspect, the first video collector by first terminal acquires face
The commodity sign of the first commodity identifier identification is identified and is associated with, thus using the input as recommendation terminal, then by second terminal
The commodity that display recommends the user of terminal output identified to the face to recommend, thus can realize that the intelligence done shopping under line pushes away
It recommends, and improves user experience.
According to another aspect of the invention, a kind of Method of Commodity Recommendation based on second terminal is also provided, commodity are applied to
Recommender system, the commercial product recommending system include first terminal and second terminal, the commercial product recommending side based on second terminal
Method is as shown in fig. 7, comprises following steps:
Step S710: the face of the data identification user acquired by the second video collector of second terminal identifies, the people
Face mark exports the commodity recommended to the user identified with the face for the recommendation terminal, and the input for recommending terminal is
The first commodity identifier identification of first video collector identification face mark and first terminal associated, by first terminal
Commodity sign；
Step S720: the commodity that the recommendation terminal is recommended are shown by the second display of second terminal.
In the Method of Commodity Recommendation based on second terminal of exemplary embodiments of the present invention, on the one hand, pass through
One terminal and the face mark of second terminal identification distinguish different user, without user account or other need user additional
The mode of operation distinguishes different users；On the other hand, the acquisition model of first video collector is located at by identification range
The first commodity identifier within enclosing, the mark (face that the first commodity identifier and the first video collector are respectively acquired
Mark and commodity sign) it associates, that is, pass through the positional relationship of the first commodity identifier and the first video collector, by it
The object respectively acquired associates in position；In another aspect, the first video collector by first terminal acquires face
The commodity sign of the first commodity identifier identification is identified and is associated with, thus using the input as recommendation terminal, then by second terminal
The commodity that display recommends the user of terminal output identified to the face to recommend, thus can realize that the intelligence done shopping under line pushes away
It recommends, and improves user experience.
In an exemplary embodiment of the present invention, a kind of computer readable storage medium is additionally provided, meter is stored thereon with
Calculation machine program, the program may be implemented electronic prescription described in any one above-mentioned embodiment and circulate when being executed by such as processor
The step of processing method.In some possible embodiments, various aspects of the invention are also implemented as a kind of program production
The form of product comprising program code, when described program product is run on the terminal device, said program code is for making institute
It states terminal device and executes described in this specification above-mentioned electronic prescription circulation processing method part various examples according to the present invention
The step of property embodiment.
Refering to what is shown in Fig. 8, describing the program product for realizing the above method of embodiment according to the present invention
800, can using portable compact disc read only memory (CD-ROM) and including program code, and can in terminal device,
Such as it is run on PC.However, program product of the invention is without being limited thereto, in this document, readable storage medium storing program for executing can be with
To be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
It is in connection.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable letter
Number medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or
System, device or the device of semiconductor, or any above combination.The more specific example of readable storage medium storing program for executing is (non exhaustive
List) include: electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only
Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory
(CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
The computer readable storage medium may include in a base band or the data as the propagation of carrier wave a part are believed
Number, wherein carrying readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetism
Signal, optical signal or above-mentioned any appropriate combination.Readable storage medium storing program for executing can also be any other than readable storage medium storing program for executing
Readable medium, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or
Person's program in connection.The program code for including on readable storage medium storing program for executing can transmit with any suitable medium, packet
Include but be not limited to wireless, wired, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in tenant
It calculates and executes in equipment, partly executed in tenant's equipment, being executed as an independent software package, partially in tenant's calculating
Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far
Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to tenant and calculates equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In an exemplary embodiment of the present invention, a kind of electronic equipment is also provided, which may include processor,
And the memory of the executable instruction for storing the processor.Wherein, the processor is configured to via described in execution
Executable instruction is come the step of executing the circulation processing method of electronic prescription described in any one above-mentioned embodiment.
Person of ordinary skill in the field it is understood that various aspects of the invention can be implemented as system, method or
Program product.Therefore, various aspects of the invention can be embodied in the following forms, it may be assumed that complete hardware embodiment, complete
The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here
Referred to as circuit, " module " or " system ".
The electronic equipment 900 of this embodiment according to the present invention is described referring to Fig. 9.The electronics that Fig. 9 is shown
Equipment 900 is only an example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in figure 9, electronic equipment 900 is showed in the form of universal computing device.The component of electronic equipment 900 can wrap
It includes but is not limited to: at least one processing unit 910, at least one storage unit 920, (including the storage of the different system components of connection
Unit 920 and processing unit 910) bus 930, display unit 940 etc..
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 910
Row, so that the processing unit 910 executes described in this specification above-mentioned electronic prescription circulation processing method part according to this
The step of inventing various illustrative embodiments.For example, the processing unit 910 can execute step as is seen in fig. 6 or fig. 7
Suddenly.
The storage unit 920 may include the readable medium of volatile memory cell form, such as random access memory
Unit (RAM) 9201 and/or cache memory unit 9202 can further include read-only memory unit (ROM) 9203.
The storage unit 920 can also include program/practical work with one group of (at least one) program module 9205
Tool 9204, such program module 6205 includes but is not limited to: operating system, one or more application program, other programs
It may include the realization of network environment in module and program data, each of these examples or certain combination.
Bus 930 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Electronic equipment 900 can also be with one or more external equipments 1000 (such as keyboard, sensing equipment, bluetooth equipment
Deng) communication, the equipment that also tenant can be enabled interact with the electronic equipment 900 with one or more communicates, and/or with make
Any equipment (such as the router, modulation /demodulation that the electronic equipment 600 can be communicated with one or more of the other calculating equipment
Device etc.) communication.This communication can be carried out by input/output (I/O) interface 950.Also, electronic equipment 900 can be with
By network adapter 960 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network,
Such as internet) communication.Network adapter 960 can be communicated by bus 930 with other modules of electronic equipment 900.It should
Understand, although not shown in the drawings, other hardware and/or software module can be used in conjunction with electronic equipment 900, including but unlimited
In: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and number
According to backup storage system etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented
Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the present invention
The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one
Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating
Equipment (can be personal computer, server or network equipment etc.) executes the above-mentioned electronics of embodiment according to the present invention
Prescription circulation processing method.
Compared with prior art, present invention has an advantage that
On the one hand, the face mark identified by first terminal and second terminal distinguishes different users, without with
Family account or other modes for needing user's operation bidirectional distinguish different users；On the other hand, it is located at by identification range described
The first commodity identifier within the acquisition range of first video collector, by the first commodity identifier and the first video acquisition
The mark (face mark and commodity sign) that device respectively acquires associates, i.e., is adopted by the first commodity identifier and the first video
The positional relationship of storage, the object that it is respectively acquired associate in position；In another aspect, pass through first terminal the
One video collector acquisition face identify and be associated with the first commodity identifier identification commodity sign, thus using as recommendation terminal
Input, then from second terminal show recommend terminal output to the face identify user recommend commodity, thus can realize
The intelligent recommendation done shopping under line, and improve user experience.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to of the invention its
Its embodiment.This application is intended to cover any variations, uses, or adaptations of the invention, these modifications, purposes or
Person's adaptive change follows general principle of the invention and including the undocumented common knowledge in the art of the present invention
Or conventional techniques.The description and examples are only to be considered as illustrative, and true scope and spirit of the invention are by appended
Claim is pointed out.
Claims (19)
1. a kind of commercial product recommending system characterized by comprising
First terminal, comprising:
First video collector, for acquiring and identifying that face identifies；
First commodity identifier, the identification range of the first commodity identifier are located at the acquisition model of first video collector
Within enclosing, commodity sign for identification；
First processor is communicated to connect with first video collector and the first commodity identifier, to be associated with the people
Face mark and the commodity sign, using the input as recommendation terminal；
Second terminal, communicates to connect with the first terminal, and the second terminal includes:
Second video collector, for acquiring and identifying that face identifies, when second video collector recognizes the people of user
When face identifies, the commodity recommended to the user identified with the face are exported from the recommendation terminal；
Second display, the commodity recommended for showing the recommendation terminal.
2. commercial product recommending system as described in claim 1, which is characterized in that the first terminal includes:
First display, first video collector are integrated on first display, first video collector
It is consistent with the display direction of first display to acquire direction.
3. commercial product recommending system as claimed in claim 2, which is characterized in that first display includes setting described the
On one display or be embedded in the touch screen of first display, first display for showing multiple commodity,
The touch screen is for receiving user to the touch control operation of first display, and the first commodity identifier is according to institute
It states user and the selected commodity sign of user is identified to the touch control operation of first display.
4. commercial product recommending system as described in claim 1, which is characterized in that the first commodity identifier is RFID card reading
Device, for reading the RFID label tag of commodity setting, the first commodity identifier is known according to the content of read RFID label tag
Other commodity sign.
5. commercial product recommending system as described in claim 1, which is characterized in that the first commodity identifier is data receiver
Device, the data of the motion sensor to receive commodity setting.
6. commercial product recommending system as claimed in claim 5, which is characterized in that the data sink receives in identification range
Commodity motion sensor data instruction commodity it is mobile when trigger the first video collector work.
7. commercial product recommending system as described in claim 1, which is characterized in that the first terminal further include:
Whether first sensor has human body within the acquisition range for sensing the first video collector, when first sensing
Device is sensed there are when human body within the acquisition range of the first video collector, and triggering first video collector works.
8. commercial product recommending system as claimed in claim 7, which is characterized in that the first sensor be ultrasonic sensor or
Infrared sensor.
9. commercial product recommending system as claimed in claim 7, which is characterized in that first video collector includes described in driving
The mobile driver to adjust first video collector of first video collector, the first sensor control the driving
The movement of device.
10. commercial product recommending system as described in any one of claim 1 to 9, which is characterized in that described in the first terminal is used as
Second terminal uses；And/or the second terminal is used as first terminal.
11. commercial product recommending system as claimed in claim 10, which is characterized in that when the first terminal includes the first display
When, the first terminal is used as the second terminal, and first display shows the commodity that the recommendation terminal is recommended,
The first commodity identifier is selected according to operation identification user of the user to commodity shown by first display
Commodity sign.
12. commercial product recommending system as claimed in claim 10, which is characterized in that when the second terminal is known including the second commodity
When other device and second processor, the second terminal is used as the first terminal, the second commodity identifier according to
Family identifies the selected commodity sign of user to the operation of commodity shown by the second display, and the second processor is closed
Join the face mark and the commodity sign, using the input as the recommendation terminal.
13. commercial product recommending system as described in any one of claim 1 to 9, which is characterized in that further include:
Recommend terminal, to export according to the associated face mark and the commodity sign to the use identified with the face
The commodity that family is recommended.
14. a kind of first terminal, which is characterized in that be applied to commercial product recommending system, the commercial product recommending system includes first whole
End and second terminal, the first terminal include:
First video collector, for acquiring and identifying that face identifies；
First commodity identifier, the identification range of the first commodity identifier are located at the acquisition model of first video collector
Within enclosing, commodity sign for identification；
First processor is communicated to connect with first video collector and the first commodity identifier, to be associated with the people
Face mark and the commodity sign, using the input as recommendation terminal, when the second video collector of second terminal identifies user
Face mark when, the commodity recommended to the user identified with the face are exported from the recommendation terminal, and be shown in described
The second display of second terminal.
15. a kind of second terminal, which is characterized in that be applied to commercial product recommending system, the commercial product recommending system includes first whole
End and second terminal, the second terminal include:
Second video collector, for acquiring and identifying that face identifies, when second video collector recognizes the people of user
When face identifies, the commodity recommended to the user identified with the face are exported from recommendation terminal, the input for recommending terminal is
The first commodity identifier identification of first video collector identification face mark and first terminal associated, by first terminal
Commodity sign；
Second display, the commodity recommended for showing the recommendation terminal.
16. a kind of Method of Commodity Recommendation, which is characterized in that be applied to commercial product recommending system, the commercial product recommending system includes the
One terminal and second terminal, the Method of Commodity Recommendation include:
The face mark of the data identification user of the first video collector acquisition of first terminal；
First commodity identifier of first terminal identifies that commodity sign, the identification range of the first commodity identifier are located at described
Within the acquisition range of first video collector；
First terminal is associated with the commodity sign and the face identifies, wherein same face identifies an associated at least commodity
It identifies as the input for recommending terminal, when the face mark of the second video collector of second terminal identification user, by described
Recommend terminal to export the commodity recommended to the user identified with the face, and is shown in the second display of the second terminal
Device.
17. a kind of Method of Commodity Recommendation, which is characterized in that be applied to commercial product recommending system, the commercial product recommending system includes the
One terminal and second terminal, the Method of Commodity Recommendation include:
By the face mark for the data identification user that the second video collector of second terminal acquires, pushed away described in face mark confession
Recommend terminal export to the face identify user recommend commodity, it is described recommend terminal input be it is associated, by first
The commodity sign of the first commodity identifier identification of the first video collector identification face mark and first terminal of terminal；
The commodity that the recommendation terminal is recommended are shown by the second display of second terminal.
18. a kind of electronic equipment, which is characterized in that the electronic equipment includes:
Processor；
Memory is stored thereon with computer program, is executed when the computer program is run by the processor as right is wanted
Step described in asking 16 or 17.
19. a kind of storage medium, which is characterized in that be stored with computer program, the computer program on the storage medium
Such as the described in any item steps of claim 16 or 17 are executed when being run by processor.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811381978.1A CN110428297A (en) | 2018-11-19 | 2018-11-19 | Commercial product recommending system, method, electronic equipment, storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811381978.1A CN110428297A (en) | 2018-11-19 | 2018-11-19 | Commercial product recommending system, method, electronic equipment, storage medium |
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| Publication Number | Publication Date |
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| CN110428297A true CN110428297A (en) | 2019-11-08 |
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ID=68407345
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| Application Number | Title | Priority Date | Filing Date |
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| CN201811381978.1A Pending CN110428297A (en) | 2018-11-19 | 2018-11-19 | Commercial product recommending system, method, electronic equipment, storage medium |
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| JP2013161116A (en) * | 2012-02-01 | 2013-08-19 | Nec Corp | Recommendation system, recommendation method, and recommendation program |
| CN106709776A (en) * | 2015-11-17 | 2017-05-24 | 腾讯科技（深圳）有限公司 | Commodity pushing method and apparatus thereof |
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