CN110414205A - For generating method, apparatus, electronic equipment and the medium of user's portrait - Google Patents
For generating method, apparatus, electronic equipment and the medium of user's portrait Download PDFInfo
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- CN110414205A CN110414205A CN201910705461.1A CN201910705461A CN110414205A CN 110414205 A CN110414205 A CN 110414205A CN 201910705461 A CN201910705461 A CN 201910705461A CN 110414205 A CN110414205 A CN 110414205A
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- 238000000034 method Methods 0.000 title claims abstract description 39
- 230000015654 memory Effects 0.000 claims description 10
- 230000002996 emotional effect Effects 0.000 claims description 8
- 210000001747 pupil Anatomy 0.000 claims description 6
- 238000004458 analytical method Methods 0.000 description 17
- 230000006870 function Effects 0.000 description 13
- 238000004590 computer program Methods 0.000 description 12
- 238000012545 processing Methods 0.000 description 9
- 238000010586 diagram Methods 0.000 description 8
- 230000006854 communication Effects 0.000 description 6
- 238000004891 communication Methods 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 238000013473 artificial intelligence Methods 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 230000005611 electricity Effects 0.000 description 2
- 238000005538 encapsulation Methods 0.000 description 2
- 238000010195 expression analysis Methods 0.000 description 2
- 230000005291 magnetic effect Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000036651 mood Effects 0.000 description 2
- 239000004065 semiconductor Substances 0.000 description 2
- 239000000758 substrate Substances 0.000 description 2
- 230000008901 benefit Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 230000001815 facial effect Effects 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 230000000977 initiatory effect Effects 0.000 description 1
- 210000003127 knee Anatomy 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 238000004321 preservation Methods 0.000 description 1
- 230000001360 synchronised effect Effects 0.000 description 1
- 230000001755 vocal effect Effects 0.000 description 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
-
- 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
- G06V40/174—Facial expression recognition
-
- 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
- G06V40/18—Eye characteristics, e.g. of the iris
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L17/00—Speaker identification or verification techniques
- G10L17/22—Interactive procedures; Man-machine interfaces
-
- 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
- G06V40/14—Vascular patterns
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- Multimedia (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Computer Security & Cryptography (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Computer Hardware Design (AREA)
- Acoustics & Sound (AREA)
- General Engineering & Computer Science (AREA)
- Software Systems (AREA)
- Ophthalmology & Optometry (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Information Transfer Between Computers (AREA)
Abstract
Present disclose provides a kind of methods for generating user's portrait, including obtaining the authentication information for carrying out authentication to client, identity-based authentication information carries out authentication to user and identity-based authentication information determines user characteristics, and generates user's portrait based on user characteristics.The disclosure additionally provides a kind of for generating device, a kind of electronic equipment and a kind of computer readable storage medium of user's portrait.
Description
Technical field
This disclosure relates to a kind of for generating method, apparatus, electronic equipment and the medium of user's portrait.
Background technique
Traditional client's identification can also be called authenticated client, be to distinguish and confirm that trade is double in process of exchange
The true identity of side, the content including several aspects such as credibility, integrality, non repudiation, access control is transacting business
Entrance, it is therefore an objective to determine client identity.Client passes through the authentication information that oneself is submitted on line or under line, thus with being
System data on stock is compared, and location client, these contents are mainly based upon from the aspect of safety.
Summary of the invention
An aspect of this disclosure provide it is a kind of for generate user portrait method, including obtain for client into
The authentication information of row authentication carries out authentication to user based on the authentication information, and based on described
Authentication information determines user characteristics, and generates user's portrait based on the user characteristics.
Optionally, the authentication information includes human face image information, voice messaging, pupil information or refers to venous information
At least one of.
Optionally, it is described determine that user characteristics include based on the authentication information will be in the authentication information
Voice messaging is identified as text information, handles the text information to obtain user's demand information as user characteristics.
Optionally, described to determine that user characteristics include based in the authentication information based on the authentication information
Voice messaging, determine the tone information of the user, the tone information based on the user, determine user emotional information make
For user characteristics.
Optionally, described to determine that user characteristics include based in the authentication information based on the authentication information
Face information, determine micro- expression information of the user, micro- expression information based on the user, determine user mood letter
Breath is used as user characteristics.
Another aspect of the disclosure provides a kind of for generating the device of user's portrait, including acquisition module, identity
Authentication module and portrait generation module.Module is obtained, for obtaining the authentication letter for carrying out authentication to client
Breath.Authentication module, for carrying out authentication to user based on the authentication information.Portrait generation module, is used for
User characteristics are determined based on the authentication information, and generate user's portrait based on the user characteristics.
Optionally, the authentication information includes human face image information, voice messaging, pupil information or refers to venous information
At least one of.
Optionally, it is described determine that user characteristics include based on the authentication information will be in the authentication information
Voice messaging is identified as text information, handles the text information to obtain user's demand information as user characteristics.
Optionally, described to determine that user characteristics include based in the authentication information based on the authentication information
Voice messaging, determine the tone information of the user, the tone information based on the user, determine user emotional information make
For user characteristics.
Optionally, described to determine that user characteristics include based in the authentication information based on the authentication information
Face information, determine micro- expression information of the user, micro- expression information based on the user, determine user mood letter
Breath is used as user characteristics.
Another aspect of the disclosure provides a kind of electronic equipment, including processor and memory, for storing one
A or multiple computer-readable instructions, wherein when one or more of computer-readable instructions are by least one described processing
When device executes, so that the processor executes method as described above.
Another aspect of the disclosure provides a kind of computer-readable medium, is stored thereon with computer-readable instruction,
The instruction, which is performed, makes processor execute method as described above.
Another aspect of the present disclosure provides a kind of computer program, and the computer program, which includes that computer is executable, to be referred to
It enables, described instruction is when executed for realizing method as described above.
Detailed description of the invention
By referring to the drawings to the description of the embodiment of the present disclosure, the above-mentioned and other purposes of the disclosure, feature and
Advantage will be apparent from, in the accompanying drawings:
Fig. 1 diagrammatically illustrates the exemplary of the method and apparatus according to the embodiment of the present disclosure for generating user's portrait
Application scenarios；
Fig. 2 diagrammatically illustrates the flow chart of the method for generating user's portrait according to the embodiment of the present disclosure；
Fig. 3 diagrammatically illustrates the block diagram of the device for generating user's portrait according to the embodiment of the present disclosure；And
Fig. 4 diagrammatically illustrates the method and system being adapted for carrying out for generating user's portrait according to the embodiment of the present disclosure
Computer system block diagram.
Specific embodiment
Hereinafter, will be described with reference to the accompanying drawings embodiment of the disclosure.However, it should be understood that these descriptions are only exemplary
, and it is not intended to limit the scope of the present disclosure.In the following detailed description, to elaborate many specific thin convenient for explaining
Section is to provide the comprehensive understanding to the embodiment of the present disclosure.It may be evident, however, that one or more embodiments are not having these specific thin
It can also be carried out in the case where section.In addition, in the following description, descriptions of well-known structures and technologies are omitted, to avoid
Unnecessarily obscure the concept of the disclosure.
Term as used herein is not intended to limit the disclosure just for the sake of description specific embodiment.It uses herein
The terms "include", "comprise" etc. show the presence of the feature, step, operation and/or component, but it is not excluded that in the presence of
Or add other one or more features, step, operation or component.
There are all terms (including technical and scientific term) as used herein those skilled in the art to be generally understood
Meaning, unless otherwise defined.It should be noted that term used herein should be interpreted that with consistent with the context of this specification
Meaning, without that should be explained with idealization or excessively mechanical mode.
It, in general should be according to this using statement as " at least one in A, B and C etc. " is similar to
Field technical staff is generally understood the meaning of the statement to make an explanation (for example, " system at least one in A, B and C "
Should include but is not limited to individually with A, individually with B, individually with C, with A and B, with A and C, have B and C, and/or
System etc. with A, B, C).Using statement as " at least one in A, B or C etc. " is similar to, generally come
Saying be generally understood the meaning of the statement according to those skilled in the art to make an explanation (for example, " having in A, B or C at least
One system " should include but is not limited to individually with A, individually with B, individually with C, with A and B, have A and C, have
B and C, and/or the system with A, B, C etc.).It should also be understood by those skilled in the art that substantially arbitrarily indicating two or more
The adversative conjunction and/or phrase of optional project shall be construed as either in specification, claims or attached drawing
A possibility that giving including one of these projects, either one or two projects of these projects.For example, phrase " A or B " should
A possibility that being understood to include " A " or " B " or " A and B ".
Embodiment of the disclosure provides a kind of method for generating user's portrait, including obtains for carrying out to client
The authentication information of authentication carries out authentication to user based on the authentication information, and is based on the body
Part authentication information determines user characteristics, and generates user's portrait based on the user characteristics.
Fig. 1 diagrammatically illustrates the applied field of the method and system for generating user's portrait according to the embodiment of the present disclosure
Scape.It should be noted that being only the example that can apply the system architecture of the embodiment of the present disclosure shown in Fig. 1, to help this field
Technical staff understands the technology contents of the disclosure, but be not meant to the embodiment of the present disclosure may not be usable for other equipment, system,
Environment or scene.
As shown in Figure 1, system architecture 100 may include terminal device 101,102,103, network according to this embodiment
104 and server 105.Network 104 between terminal device 101,102,103 and server 105 to provide communication link
Medium.Network 104 may include various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be used terminal device 101,102,103 and be interacted by network 104 with server 105, to receive or send out
Send message etc..Various telecommunication customer end applications, such as the application of shopping class, net can be installed on terminal device 101,102,103
(merely illustrative) such as the application of page browsing device, searching class application, instant messaging tools, mailbox client, social platform softwares.
Terminal device 101,102,103 can be the various electronic equipments with display screen and supported web page browsing, packet
Include but be not limited to smart phone, tablet computer, pocket computer on knee and desktop computer etc..
Server 105 can be to provide the server of various services, such as utilize terminal device 101,102,103 to user
The website browsed provides the back-stage management server (merely illustrative) supported.Back-stage management server can be to the use received
The data such as family request analyze etc. processing, and by processing result (such as according to user's request or the webpage of generation, believe
Breath or data etc.) feed back to terminal device.
According to the embodiment of the present disclosure, server 105 may further include user identification system, customer analysis system, visitor
Family information system, types of applications system etc..User identification system is the entrance of client's identification, mainly undertakes the work of authenticated client
Make, customer information system is its data source, and the result of client's identification returns to the system for initiating identification, by the mistake of authenticated client
The voice messaging that obtains in journey, face information and other input information, are organized into the footprint information of standardized format, under be transmitted to
Customer analysis system.Customer analysis system is used to analyze the function of footprint information, for different types of structure in footprint information
Change or unstructured information, analyzed using different functional modules, generates that client is various to product, service etc. tells
Ask, and under give customer information system.Customer information system is the bearing system of various customer informations, the basic letter including client
Demand information formed after breath, authentication information, evaluation information, analysis etc. forms complete customer portrait, and is supplied to all kinds of answer
It is used with system, especially marketing system.
It should be noted that generally can be by servicing for generating the method for user's portrait provided by the embodiment of the present disclosure
Device 105 executes.Correspondingly, the system provided by the embodiment of the present disclosure for generating user's portrait generally can be set in service
In device 105.
It should be understood that the number of terminal device, network and server in Fig. 1 is only schematical.According to realization need
It wants, can have any number of terminal device, network and server.
Fig. 2 diagrammatically illustrates the flow chart of the method for generating user's portrait according to the embodiment of the present disclosure.
As shown in Fig. 2, this method includes operation S210~S230.
In operation S210, the authentication information for carrying out authentication to client is obtained.
For example, when user's transacting business at the terminals such as sales counter, self-service device, Mobile banking, Web bank, need into
Row user identity authentication, such as may include the modes such as recognition of face or Application on Voiceprint Recognition, the figure shot in face recognition process
The voice messaging acquired during picture or Application on Voiceprint Recognition, can be used as the authentication information of user.According to the embodiment of the present disclosure,
The authentication information for example may include human face image information, voice messaging, pupil information or refer to venous information etc..
In operation S220, authentication is carried out to user based on the authentication information.
For example, the medium that user identification system can be provided according to client, calls voiceprint identification module or recognition of face mould
Voice and face information are changed into characteristic value by block, recall information checking module and online checking module is completed client identity and known
Not with certification, and synchronous voice messaging and face information are saved.It can be by media, account such as identity card, bank cards that client provides
Family password, and the vocal print and facial characteristics value that identify, are compared with customer information system, generate comparison result.For
The business scenario for needing to carry out online checking carries out online checking by online checking interface, returns and verify result.
According to the embodiment of the present disclosure, user identification system can be by voice messaging that client provides, face information, entrance system
The scene information (time, channel etc.) of system is integrated into footprint information, and is sent to customer analysis system.
In operation S230, user characteristics are determined based on the authentication information, and generate and use based on the user characteristics
Family portrait.
For example, the footprint information comprising authentication information can be passed through the various skills of artificial intelligence by customer analysis system
Art is analyzed, and standardized demand information is formed, and is sent to customer information system preservation, and be further provided to each application
System.Customer analysis system may include demand message processing module, speech recognition module, semantic module, tone analysis
Module, micro- Expression analysis module etc..Wherein, the module that demand message processing module is distributed and concentrated as information, connects it
His module, for being distributed to different processing modules and being analyzed according to the information type in footprint information, and will be after analysis
Demand content is organized into standardized demand information, is sent to customer information system, and a part supply as customer information is each
Class application system uses.
It is described to determine that user characteristics include recognizing the identity based on the authentication information according to the embodiment of the present disclosure
Voice messaging in card information is identified as text information, handles the text information to obtain user's demand information as user
Feature.For example, voice messaging can be identified as text by speech recognition module by customer analysis system, and pass through semantic analysis
Module carries out semantics recognition, is converted into client to the demand information of products & services.
It is described to determine that user characteristics include based on the identity based on the authentication information according to the embodiment of the present disclosure
Voice messaging in authentication information determines the tone information of the user, and the tone information based on the user determines user's
Emotional information is as user characteristics.For example, customer analysis system can analyze the tone of client by tone analysis module, thus
Understand customer anger, forms service and product appeal information based on customer satisfaction degree.
It is described to determine that user characteristics include based on the identity based on the authentication information according to the embodiment of the present disclosure
Face information in authentication information determines micro- expression information of the user, micro- expression information based on the user, determines and uses
The emotional information at family is as user characteristics.For example, customer analysis system can pass through micro- Expression analysis module analysis client's face
Micro- expression in information forms service and product appeal information based on customer satisfaction degree to understand customer anger.
This method extracts user characteristics using authentication information, is subsequent to visitor to generate user's portrait
The service at family provides effective technical support, is conducive to improve user satisfaction.
Based on the same inventive concept, the disclosure additionally provides a kind of for generating the device of user's portrait, referring to Fig. 3
The device for generating user's portrait of the embodiment of the present disclosure is illustrated.
Fig. 3 diagrammatically illustrates the block diagram of the device 300 for generating user's portrait according to the embodiment of the present disclosure.
As shown in figure 3, the device 300 may include obtaining module 310, authentication module 320 and portrait to generate mould
Block 330.
Module 310 is obtained, such as executes the operation S210 described above with reference to Fig. 2, for obtaining for being carried out to client
The authentication information of authentication.
Authentication module 320, such as the operation S220 described above with reference to Fig. 2 is executed, for being recognized based on the identity
It demonstrate,proves information and authentication is carried out to user.
Draw a portrait generation module 330, such as the operation S230 that execution is described above with reference to Fig. 2, for being recognized based on the identity
Card information determines user characteristics, and generates user's portrait based on the user characteristics.
According to the embodiment of the present disclosure, the authentication information include human face image information, voice messaging, pupil information or
Refer at least one of venous information.
It is described to determine that user characteristics include recognizing the identity based on the authentication information according to the embodiment of the present disclosure
Voice messaging in card information is identified as text information, handles the text information to obtain user's demand information as user
Feature.
It is described to determine that user characteristics include based on the identity based on the authentication information according to the embodiment of the present disclosure
Voice messaging in authentication information determines the tone information of the user, and the tone information based on the user determines user's
Emotional information is as user characteristics.
It is described to determine that user characteristics include based on the identity based on the authentication information according to the embodiment of the present disclosure
Face information in authentication information determines micro- expression information of the user, micro- expression information based on the user, determines and uses
The emotional information at family is as user characteristics.
It is module according to an embodiment of the present disclosure, submodule, unit, any number of or in which any more in subelement
A at least partly function can be realized in a module.It is single according to the module of the embodiment of the present disclosure, submodule, unit, son
Any one or more in member can be split into multiple modules to realize.According to the module of the embodiment of the present disclosure, submodule,
Any one or more in unit, subelement can at least be implemented partly as hardware circuit, such as field programmable gate
Array (FPGA), programmable logic array (PLA), system on chip, the system on substrate, the system in encapsulation, dedicated integrated electricity
Road (ASIC), or can be by the hardware or firmware for any other rational method for integrate or encapsulate to circuit come real
Show, or with any one in three kinds of software, hardware and firmware implementations or with wherein any several appropriately combined next reality
It is existing.Alternatively, can be at least by part according to one or more of the module of the embodiment of the present disclosure, submodule, unit, subelement
Ground is embodied as computer program module, when the computer program module is run, can execute corresponding function.
For example, obtaining any number of can close in module 310, authentication module 320 and portrait generation module 330
And it is realized in a module or any one module therein can be split into multiple modules.Alternatively, in these modules
At least partly functions of one or more modules can be combined at least partly function of other modules, and in a module
Middle realization.In accordance with an embodiment of the present disclosure, it obtains in module 310, authentication module 320 and portrait generation module 330
At least one can at least be implemented partly as hardware circuit, such as field programmable gate array (FPGA), programmable logic
Array (PLA), system on chip, the system on substrate, the system in encapsulation, specific integrated circuit (ASIC), or can be by right
Circuit carries out the hardware such as any other rational method that is integrated or encapsulating or firmware to realize, or with software, hardware and consolidates
Any one in three kinds of implementations of part several appropriately combined is realized with wherein any.Alternatively, obtaining module 310, body
At least one of part authentication module 320 and portrait generation module 330 can at least be implemented partly as computer program
Module can execute corresponding function when the computer program module is run.
Fig. 4 diagrammatically illustrates the method and apparatus being adapted for carrying out for generating user's portrait according to the embodiment of the present disclosure
Computer system block diagram.Computer system shown in Fig. 4 is only an example, should not be to the function of the embodiment of the present disclosure
Any restrictions can be brought with use scope.Computer system shown in Fig. 4 can be implemented as server cluster, including at least one
Processor (such as processor 401) and at least one processor (such as storage section 408).
As shown in figure 4, include processor 401 according to the computer system 400 of the embodiment of the present disclosure, it can be according to storage
It is loaded into random access storage device (RAM) 403 in the program in read-only memory (ROM) 402 or from storage section 408
Program and execute various movements appropriate and processing.Processor 401 for example may include general purpose microprocessor (such as CPU), refer to
Enable set processor and/or related chip group and/or special microprocessor (for example, specific integrated circuit (ASIC)), etc..Processing
Device 401 can also include the onboard storage device for caching purposes.Processor 401 may include for executing according to disclosure reality
Apply single treatment unit either multiple processing units of the different movements of the method flow of example.
In RAM 403, it is stored with system 400 and operates required various programs and data.Processor 401, ROM 402 with
And RAM 403 is connected with each other by bus 404.Processor 401 is held by executing the program in ROM 402 and/or RAM 403
The various operations gone according to the method flow of the embodiment of the present disclosure.It is noted that described program also can store except ROM 402
In one or more memories other than RAM 403.Processor 401 can also be stored in one or more of by execution
Program in memory executes the various operations of the method flow according to the embodiment of the present disclosure.
In accordance with an embodiment of the present disclosure, system 400 can also include input/output (I/O) interface 405, input/output
(I/O) interface 405 is also connected to bus 404.System 400 can also include be connected to I/O interface 405 with one in lower component
Item is multinomial: the importation 406 including keyboard, mouse etc.；Including such as cathode-ray tube (CRT), liquid crystal display (LCD)
Deng and loudspeaker etc. output par, c 407；Storage section 408 including hard disk etc.；And including such as LAN card, modulatedemodulate
Adjust the communications portion 409 of the network interface card of device etc..Communications portion 409 executes communication process via the network of such as internet.
Driver 410 is also connected to I/O interface 405 as needed.Detachable media 411, such as disk, CD, magneto-optic disk, semiconductor
Memory etc. is mounted on as needed on driver 410, in order to be pacified as needed from the computer program read thereon
It is packed into storage section 408.
In accordance with an embodiment of the present disclosure, computer software journey may be implemented as according to the method flow of the embodiment of the present disclosure
Sequence.For example, embodiment of the disclosure includes a kind of computer program product comprising carry meter on a computer-readable medium
Calculation machine program, the computer program include the program code for method shown in execution flow chart.In such embodiments,
The computer program can be downloaded and installed from network by communications portion 409, and/or be pacified from detachable media 411
Dress.When the computer program is executed by processor 401, the above-mentioned function of limiting in the system of the embodiment of the present disclosure is executed.Root
According to embodiment of the disclosure, system as described above, unit, module, unit etc. can by computer program module come
It realizes.
The disclosure additionally provides a kind of computer-readable medium, which, which can be in above-described embodiment, retouches
Included in the equipment/device/system stated；It is also possible to individualism, and without in the supplying equipment/device/system.On
It states computer-readable medium and carries one or more program, when said one or multiple programs are performed, realize root
According to the method for the embodiment of the present disclosure.
In accordance with an embodiment of the present disclosure, computer-readable medium can be computer-readable signal media or computer can
Read storage medium either the two any combination.Computer readable storage medium for example can be --- but it is unlimited
In system, device or the device of --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, or any above combination.It calculates
The more specific example of machine readable storage medium storing program for executing can include but is not limited to: have the electrical connection, portable of one or more conducting wires
Formula computer disk, hard disk, random access storage device (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
The above-mentioned any appropriate combination of person.In the disclosure, computer readable storage medium can be it is any include or storage program
Tangible medium, which can be commanded execution system, device or device use or in connection.And in this public affairs
In opening, computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
In carry computer-readable program code.The data-signal of this propagation can take various forms, including but not limited to
Electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be computer-readable
Any computer-readable medium other than storage medium, the computer-readable medium can send, propagate or transmit for by
Instruction execution system, device or device use or program in connection.The journey for including on computer-readable medium
Sequence code can transmit with any suitable medium, including but not limited to: wireless, wired, optical cable, radiofrequency signal etc., or
Above-mentioned any appropriate combination.
For example, in accordance with an embodiment of the present disclosure, computer-readable medium may include above-described ROM 402 and/or
One or more memories other than RAM 403 and/or ROM 402 and RAM 403.
The present invention provides a kind of for generating method, apparatus, electronic equipment and the medium of user's portrait, is believed by client
Breath system provides the certificate information of client, and contact details, user information, biometric information etc. is to user identification system, client
Identifying system obtains the various certification medium informations that client provides, and is authenticated, and to record client's footprint letter in the process again
Breath, including voice messaging, face information initiate the scene information etc. of client's identification, and send these information to client point
Analysis system is completed by artificial intelligence technologys such as tone identification, semantics recognition, face recognition, micro- Expression Recognitions to footprint information
Analysis, and ultimately form a plurality of types of client's demand information, these last anti-pass of demand information to customer information system, and
It supplies each system, especially marketing system and customer service related system is used, improve the precise degrees of marketing, and change
Satisfaction of the kind client to products & services.
Flow chart and block diagram in attached drawing are illustrated according to the system of the various embodiments of the disclosure, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, program segment or code of table, a part of above-mentioned module, program segment or code include one or more
Executable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in box
The function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practical
On can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it wants
It is noted that the combination of each box in block diagram or flow chart and the box in block diagram or flow chart, can use and execute rule
The dedicated hardware based systems of fixed functions or operations is realized, or can use the group of specialized hardware and computer instruction
It closes to realize.
It will be understood by those skilled in the art that the feature recorded in each embodiment and/or claim of the disclosure can
To carry out multiple combinations or/or combination, even if such combination or combination are not expressly recited in the disclosure.Particularly, In
In the case where not departing from disclosure spirit or teaching, the feature recorded in each embodiment and/or claim of the disclosure can
To carry out multiple combinations and/or combination.All these combinations and/or combination each fall within the scope of the present disclosure.
Embodiment of the disclosure is described above.But the purpose that these embodiments are merely to illustrate that, and
It is not intended to limit the scope of the present disclosure.Although respectively describing each embodiment above, but it is not intended that each reality
Use cannot be advantageously combined by applying the measure in example.The scope of the present disclosure is defined by the appended claims and the equivalents thereof.It does not take off
From the scope of the present disclosure, those skilled in the art can make a variety of alternatives and modifications, these alternatives and modifications should all fall in this
Within scope of disclosure.
Claims (10)
1. a kind of method for generating user's portrait, comprising:
Obtain the authentication information for carrying out authentication to client；
Authentication is carried out to user based on the authentication information；And
User characteristics are determined based on the authentication information, and generate user's portrait based on the user characteristics.
2. according to the method described in claim 1, wherein, the authentication information include human face image information, voice messaging,
Pupil information at least one of refers to venous information.
3. described to determine that user characteristics include: based on the authentication information according to the method described in claim 1, wherein
Voice messaging in the authentication information is identified as text information；
The text information is handled to obtain user's demand information as user characteristics.
4. described to determine that user characteristics include: based on the authentication information according to the method described in claim 1, wherein
Based on the voice messaging in the authentication information, the tone information of the user is determined；
Tone information based on the user determines the emotional information of user as user characteristics.
5. described to determine that user characteristics include: based on the authentication information according to the method described in claim 1, wherein
Based on the face information in the authentication information, micro- expression information of the user is determined；
Micro- expression information based on the user determines the emotional information of user as user characteristics.
6. a kind of for generating the device of user's portrait, comprising:
Module is obtained, for obtaining the authentication information for carrying out authentication to client；
Authentication module, for carrying out authentication to user based on the authentication information；And
Portrait generation module for determining user characteristics based on the authentication information, and is generated based on the user characteristics
User's portrait.
7. device according to claim 6, wherein the authentication information include human face image information, voice messaging,
Pupil information at least one of refers to venous information.
8. device according to claim 6, wherein described to determine that user characteristics include: based on the authentication information
Voice messaging in the authentication information is identified as text information；
The text information is handled to obtain user's demand information as user characteristics.
9. a kind of electronic equipment, comprising:
Processor；And
Memory, is stored thereon with computer-readable instruction, and processor perform claim is made when described instruction is executed by processor
It is required that method described in any one of 1~5.
10. a kind of computer readable storage medium is stored thereon with computer-readable instruction, when described instruction is executed by processor
So that method described in any one of processor perform claim requirement 1~5.
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| CN201910705461.1A CN110414205A (en) | 2019-07-31 | 2019-07-31 | For generating method, apparatus, electronic equipment and the medium of user's portrait |
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| CN201910705461.1A CN110414205A (en) | 2019-07-31 | 2019-07-31 | For generating method, apparatus, electronic equipment and the medium of user's portrait |
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