CN108765011A - Method and apparatus for creating user portrayal and creating state information analysis model - Google Patents
Method and apparatus for creating user portrayal and creating state information analysis model Download PDFInfo
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- 238000004458 analytical method Methods 0.000 title claims abstract description 96
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Abstract
The application provides a method and a device for establishing a user portrait and a state information analysis model, wherein the method for establishing the user portrait comprises the following steps: acquiring at least two information of text information, audio information and image information of a user; determining the state information of the user according to the at least two kinds of information and a state information analysis model, wherein the state information is used for representing at least one of the character and the emotion of the user, and the state information analysis model is used for representing the mapping relation between the at least two kinds of information and the state information of the user; and outputting the portrait of the user according to the state information of the user, wherein the portrait comprises the state information of the user. By adopting the method and the device for establishing the user portrait and the state information analysis model, the accuracy of the user portrait can be improved.
Description
Technical field
This application involves user's portrait fields, and establish user's portrait more particularly, in user's portrait field
With the method and apparatus for establishing status information analysis model.
Background technology
After internet gradually steps into the big data epoch, all behaviors of user all will be " visualization " in face of enterprise
's.How it is user's precision marketing service that the absorbed point of enterprise if also beginning to increasingly focus on, and then deeply excavate potential business
Value.Then, the concept of " user's portrait " (user profile) is also just come into being.
User draws a portrait, i.e. user information labeling, be exactly by collect with the social property of analysis user, living habit,
After the data of the main informations such as consumer behavior, the information overall picture of the user is ideally taken out so that enterprise can be by mutual
Networking advantageously obtains the more extensive feedback information of user, for further accurate, rapidly analysis user behavior custom, consumption
The important business informations such as custom, provide enough data basis.
Existing user draws a portrait system usually by the historical behavior of statistics and analysis user, such as Social behaviors, obtains
The portrait of user, accuracy are poor.
Invention content
The application provides a kind of method and apparatus established user's portrait and establish status information analysis model, can improve
The accuracy of user's portrait.
To achieve the above object, the application provides a kind of method for establishing user's portrait, including the following contents：
Obtain at least two information in the text message, audio-frequency information and image information of user；
According at least two information and status information analysis model, the status information of the user, the shape are determined
State information is for indicating at least one of personality and mood of the user, and the status information analysis model is for indicating institute
State the mapping relations of at least two information and the status information of the user；
According to the status information of the user, the portrait of the user is exported, the portrait includes the state of the user
Information.
The method provided by the embodiments of the present application for establishing user's portrait, combines use during drawing a portrait for user
The status information at family, wherein the status information of the user is determined according to the information and status information analysis model of a variety of dimensions
's.In other words, the status information of user is determined by the information of a variety of dimensions, can improve the accurate of the status information of user
Property, to improve the accuracy of user's portrait.
To achieve the above object, the application also provides a kind of method for establishing status information analysis model, including following interior
Hold：
Obtain at least two information in the text message, audio-frequency information and image information of sample of users；
The status information of the sample of users is obtained, the status information is used to indicate the personality and feelings of the sample of users
At least one of thread；
According to the status information of at least two information and the user, the status information analysis model, institute are established
Status information analysis model is stated for indicating the mapping between at least two information and the status information of the sample of users
Relationship.
The method provided by the embodiments of the present application for establishing status information analysis model, by a variety of dimensions for obtaining sample of users
The information of degree and the status information of sample of users, and the status information analysis model, Neng Gouti are established according to the information got
The accuracy that height analyzes the status information of user, to improve the accuracy of user's portrait.
To achieve the above object, the application also provides a kind of device for establishing user's portrait, which specifically includes：
Acquiring unit, at least two information in text message, audio-frequency information and image information for obtaining user；
Determination unit, at least two information and status information for being obtained according to the acquiring unit analyze mould
Type determines that the status information of the user, the status information are used to indicate at least one in the personality and mood of the user
Kind, the status information analysis model is used to indicate that at least two information and the mapping of the status information of the user to be closed
System；
Output unit, the status information of the user for being determined according to the determination unit, exports the user's
Portrait, the portrait include the status information of the user.
To achieve the above object, the application also provides a kind of device for establishing status information analysis model, and the device is specific
Including：
Acquiring unit, at least two letters in text message, audio-frequency information and image information for obtaining sample of users
The status information of breath and the sample of users, the status information are used to indicate in the personality and mood of the sample of users extremely
Few one kind；
Unit is established, the state of at least two information and the user for being obtained according to the acquiring unit is believed
Breath establishes the status information analysis model, and the status information analysis model is for indicating at least two information and institute
State the mapping relations between the status information of sample of users.
To achieve the above object, the application also provides a kind of computer equipment, including memory, processor, communication interface
And it is stored in the computer program that can be run on the memory and on the processor, wherein the memory, described
It is communicated by internal connecting path between processor and the communication interface, the processor executes the computer journey
The step of above method is realized when sequence.
To achieve the above object, the application also provides computer readable storage medium, is stored thereon with computer program, institute
State the step of above method is realized when computer program is executed by processor.
Description of the drawings
Fig. 1 is the schematic flow chart of the method provided by the embodiments of the present application for establishing user's portrait；
Fig. 2 is the schematic flow chart of the method provided by the embodiments of the present application for establishing status information analysis model；
Fig. 3 is the schematic block diagram of the device provided by the embodiments of the present application for establishing user's portrait；
Fig. 4 is the schematic block diagram of the device provided by the embodiments of the present application for establishing status information analysis model；
Fig. 5 is the schematic block diagram of another device for establishing user's portrait provided by the embodiments of the present application；
Fig. 6 is the schematic block diagram of another device for establishing status information analysis model provided by the embodiments of the present application.
Specific implementation mode
Below in conjunction with attached drawing, the technical solution in the application is described.
Existing user draws a portrait system by the historical behavior data to user, such as social text data, is collected
With analysis, the main informations such as social property, living habit, the consumer behavior of user are obtained, to take out the information of the user
Overall picture.
However, since existing user draws a portrait the structure ratio of data that system refers to during drawing a portrait to user
More single, therefore, the accuracy that the user obtained by existing user portrait system draws a portrait is poor.
This application provides a kind of method and apparatus for establishing user's portrait, by the text message, the audio that obtain user
At least two information in information and image information；According at least two information and status information analysis model, institute is determined
The status information of user is stated, the status information is for indicating at least one of personality and mood of the user, the shape
State information analysis model is used to indicate the mapping relations of at least two information and the status information of the user；According to described
The status information of user, exports the portrait of the user, and the portrait includes the status information of the user.Using the application reality
The method for establishing user's portrait for applying example offer, can improve the accuracy of user's portrait.
Fig. 1 shows the schematic flow chart of the method 100 provided by the embodiments of the present application for establishing user's portrait.
S110 obtains at least two information in the text message, audio-frequency information and image information of user.
S120 determines the user according to each information and status information analysis model at least two information
Status information, the status information is for indicating at least one of personality and mood of the user, the status information
Analysis model is used to indicate the mapping relations of described each information and the status information of the user.
S130 exports the portrait of the user, the portrait includes the user according to the status information of the user
Status information.
It should be understood that this method 100 can be executed by the device for establishing user's portrait, which can be with
To have the function of user's portrait, that is, execute the device of step described in S110~S130.
It should be noted that for convenience, in the embodiment of the present application, the device for establishing user's portrait is referred to as first and builds
Vertical device.
Optionally, this first establish device can be independently of computer equipment, or can be to be integrated in computer equipment
In, make and the functional unit in the computer equipment, the embodiment of the present application are not construed as limiting this.
It should be understood that the text message of user includes the information for indicating state vocabulary in text data, wherein descriptive word
Converging can be there are many type, which includes but not limited to：People claims class, money class, healthy class etc..
For example, the information of state vocabulary may include the existing word frequency of descriptive word remittance abroad.
For example, people claims the word frequency of the state vocabulary of class to may include the word frequency of the first person, word frequency of the second person etc..
Optionally, which can be empirical according to or machine learning can be obtained according to, this
Application embodiment is not construed as limiting this.
Optionally, the text data of user for example may include the microblogging text data, QQ text datas, wechat of the user
The socially relevant text data with user such as text data, short message text data.
Specifically, in S110, this first is established device and can obtain the text data of user, and true according to this article notebook data
Determine text information.
Optionally, this first is established device and can obtain this article notebook data in several ways, and the embodiment of the present application is to this
It is not construed as limiting.
In one possible implementation, this first establish device may be used web crawlers technology capture user mutual
Text data in networking or this first establish the method that big data analysis may be used in device, for example, spark technologies, distribution
Formula calculates the text data on the acquisition network data platform such as (Hadoop) technology (cloud storage platform).
For example, this first is established device and collects user's chat record with friend on QQ within some period.
In alternatively possible realization method, this first establish device can obtain user importing text data.
For example, this first establish device obtain user import the chat record with friend in wechat.
In another possible realization method, this first is established device and can obtain the voice data of user, and should
Voice is converted to text data.
For example, this first is established device and can obtain the calling record of user, turned by carrying out word to the calling record
It changes, obtains lteral data corresponding with the calling record.
It should be understood that the audio-frequency information of user includes the information for indicating sound characteristic in voice data, wherein the sound
Feature can be there are many type, which includes but not limited to audio class, tempo class, decibel class, frequency spectrum class, tone color class
Deng.
Specifically, in S110, this first is established device and can obtain the voice data of user, and true according to the voice data
The fixed audio-frequency information.
Optionally, this first is established device and can obtain the voice data in several ways, and the embodiment of the present application is to this
It is not construed as limiting.
In one possible implementation, this first establish device can by audio collection device acquire user voice
Data.
For example, this first establish device by audio collection device acquire user calling record.
In another example this first is established device and passes through audio collection device and acquire one section of word that user expresses mood or mood.
In alternatively possible realization method, this first establish device can obtain user importing voice data.
For example, this first establish device obtain user import one section of voice.
It should be understood that the image information of user includes the information for indicating face characteristic in image data, wherein the face
Feature can be there are many type, which includes but not limited to：Eyes class, nose class, face class, eyebrow class etc..
For example, the information of eyes class may include the position of eyes, the angle etc. that canthus raises up.
Specifically, in S110, this first is established device and can obtain the image data of user, and true according to the image data
The fixed image information.
Optionally, this first is established device and can obtain the image data in several ways, and the embodiment of the present application is to this
It is not construed as limiting.
In one possible implementation, this first is established device and can obtain the picture number by video collector
According to.
For example, this first establish device can by video collector acquire user self-timer image.
In alternatively possible realization method, this first establish device can obtain user importing image data.
For example, this first establish device can obtain user importing the picture that can reflect mood or mood.
In another possible realization method, this first is established device and can obtain the video data of user, according to this
Video data obtains image data.
For example, this first is established device and acquire user by video collector and shoot the small video of oneself, and it is small to intercept this
Picture in video.
Optionally, the image information of the user can also include for the information of limbs feature in image data or other
It can reflect that the personality of user or the information of interest, the embodiment of the present application are not construed as limiting this.
It should be understood that above example enumerate this and first establish device and obtain text information, audio-frequency information or image
The possible realization method of information, this first is established device and can also obtain text information, audio-frequency information by other means
Or image information, for example, the text message of user, audio-frequency information or image information are directly inputted first foundation by staff
Device etc., the embodiment of the present application should not be so limited to this.
Optionally, the status information analysis model in S120 may include first state information analysis model and the second state
Information analysis model, the first state information analysis model be used to indicate each information at least two information and this each
The mapping relations of the corresponding status information of information, the second status information analysis model is for indicating the corresponding shape of each information
The mapping relations of state information and the status information of the user.
Correspondingly, in S120, according to each information and first state information analysis model at least two information, really
The fixed corresponding status information of each information；And mould is analyzed according to the corresponding status information of each information and the second status information
Type determines the status information of the user.
Optionally, when the status information of user indicates personality, the status information of the user may include the property of multiple dimensions
The weight of the personality information of each dimension in lattice information and multiple dimension.Wherein, the personality information of multiple dimension includes
But it is not limited to：Extropism, pleasant property, the sense of duty, openness etc..
Optionally, when the status information of user indicates mood, the status information of the user may include a plurality of types of feelings
The weight of each type of emotional information in thread information and the multiple types.Wherein, which includes
But it is not limited to：Happiness, sadness, pain, excitement, anxiety etc..
Optionally, which can be to be pre-configured, or first establish device according to this extremely at this
Each information in few two kinds of information and status information analysis model, before the status information for determining the user, this first is established
What device oneself was established, the embodiment of the present application is not construed as limiting this.
In one possible implementation, this first is established device and can obtain the text message of sample of users, audio
At least two information in information and image information；The status information of the sample of users is obtained, the status information is for indicating this
At least one of personality and mood of sample of users；According to the status information of at least two information and the user, establishing should
Status information analysis model, the status information analysis model are used to indicate that the state of at least two information and the sample of users to be believed
Mapping relations between breath.
Optionally, which may include multiple users.
Optionally, status information analysis model may include first state information analysis model and the analysis of the second status information
Model, the first state information analysis model is for indicating that each information of each information and this at least two information is corresponding
Status information mapping relations, the second status information analysis model for indicate the corresponding status information of each information and
The mapping relations of the status information of the sample of users.
Correspondingly, this first establishes model in the status information according at least two information and the sample of users, establishes
Before the status information analysis model, the corresponding status information of each information is obtained；According to each information and each letter
Corresponding status information is ceased, the first state information analysis model is established；And according to each information pair at least two information
The status information of the status information and the sample of users answered establishes the second status information analysis model.
Optionally, this first establish device can also by diversified forms export user portrait, the embodiment of the present application pair
This is not construed as limiting.
In one possible implementation, this first establish device can according to the status information of the user, determine figure
Picture, the image can describe the portrait.
Optionally, first status information of the device according to the user is established at this, before determining image information, this first is built
Vertical device can obtain image library, which includes multiple images, and each image in multiple image can be described not
Same portrait, and multiple image includes the above-mentioned image determined according to the status information of the user.
In alternatively possible realization method, this first establish device can according to the status information of the user, export
Text, the text can describe the portrait.
Optionally, the text can be the index of the above-mentioned image or mark etc. is capable of the information of the unique identification image,
The embodiment of the present application is not construed as limiting this.
In another possible realization method, this first is established device and can export audio, which can describe this
Portrait.
Optionally, in S130, which further includes the personal characteristic information of the user, which includes the use
At least one of in the social property at family, living habit and consumer behavior.
Optionally, social property may include the basic letter of name, age, occupation, educational background, marital status etc. and the user
Cease relevant content.
Optionally, living habit may include that hobby, dress custom etc. and the living habit of the user are relevant interior
Hold.
Optionally, consumer behavior may include consumption habit, row card service condition, consumption statistic information etc. and the user
The relevant content of consumer behavior.
Fig. 2 shows the schematic flows of the method 200 provided by the embodiments of the present application for establishing status information analysis model
Figure.
S210 obtains at least two information in the text message, audio-frequency information and image information of sample of users.
S220, obtains the status information of the sample of users, and the status information is used to indicate the property of the sample of users
At least one of lattice and mood.
S230 establishes the status information analysis mould according to the status information of at least two information and the user
Type, the status information analysis model is for indicating between at least two information and the status information of the sample of users
Mapping relations.
It should be understood that this method 200 can be executed by the device for establishing status information analysis model, this establishes status information point
The device for analysing model can be to have the function of establishing status information analysis model, that is, execute the dress of step described in S210~S230
It sets.
It should be noted that for convenience, in the embodiment of the present application, the device for establishing status information analysis model is referred to as
Device is established for second.
Optionally, this second is established device and can establish device independently of above-mentioned first, or can be integrated in it is above-mentioned
First establishes in device, makees and above-mentioned first establishes functional unit in device, the embodiment of the present application is not construed as limiting this.
Optionally, in no particular order, the embodiment of the present application is not construed as limiting this to the execution sequence of S210 and S220.
Optionally, which may include multiple users.
The method provided by the embodiments of the present application for establishing status information analysis model, by a variety of dimensions for obtaining sample of users
The information of degree and the status information of sample of users, and the status information analysis model, Neng Gouti are established according to the information got
The accuracy that height analyzes the status information of user, to improve the accuracy of user's portrait.
Optionally, the status information analysis model may include first state information analysis model and the second status information
Analysis model, which is used to indicate each information and this at least two information, and each is believed
The mapping relations of corresponding status information are ceased, the second status information analysis model is for indicating the corresponding state of each information
The mapping relations of the status information of information and the sample of users.
Correspondingly, this second establishes model in the status information according at least two information and the sample of users,
It establishes before the status information analysis model, obtains the corresponding status information of each information；According to each information and it is somebody's turn to do
The corresponding status information of each information establishes the first state information analysis model；And according to each at least two information
The status information of information corresponding status information and the sample of users establishes the second status information analysis model.
The method provided by the embodiments of the present application for establishing user's portrait is described above in conjunction with Fig. 1 and Fig. 2 and establishes state
The method of information analysis model introduces provided by the embodiments of the present application first below in conjunction with Fig. 3 to Fig. 6 and establishes device and second
Establish device.
Fig. 3 shows the schematic block diagram of the device 300 provided by the embodiments of the present application for establishing user's portrait.The device
300 include：
Acquiring unit 310, at least two letters in text message, audio-frequency information and image information for obtaining user
Breath；
Determination unit 320, be used to be obtained according to the acquiring unit that the acquiring unit obtains described at least two
Information and status information analysis model determine the status information of the user, and the status information is for indicating the user's
At least one of personality and mood, the status information analysis model is for indicating at least two information and the user
Status information mapping relations；
Output unit 330, the status information of the user for being determined according to the determination unit, exports the user
Portrait, it is described portrait include the user status information.
Optionally, the status information analysis model includes first state information analysis model and the analysis of the second status information
Model, the first state information analysis model are used to indicate each information and each described letter at least two information
The mapping relations of corresponding status information are ceased, the second status information analysis model is corresponding for indicating each described information
The mapping relations of status information and the status information of the user；Wherein, the determination unit is specifically used for：According to it is described at least
Two kinds of information and first state information analysis model determine the corresponding status information of each described information；According to each described letter
Corresponding status information and the second status information analysis model are ceased, determines the status information of the user.
Optionally, the output unit is specifically used for the status information according to the user, exports image, described image energy
Enough describe the portrait of the user.
Optionally, the output unit is specifically used for the status information according to the user, exports text, the text energy
The portrait of the user is enough described.
Optionally, the portrait further includes the personal characteristic information of the user, and the personal characteristic information includes described
At least one of in the social property of user, living habit and consumer behavior.
Fig. 4 shows the schematic block diagram of the device 400 provided by the embodiments of the present application for establishing status information analysis model.
The device 400 includes：
Acquiring unit 410, at least two in text message, audio-frequency information and image information for obtaining sample of users
The status information of information and the sample of users, the status information are used to indicate in the personality and mood of the sample of users
It is at least one；
Unit 420 is established, the shape of at least two information and the user for being obtained according to the acquiring unit
State information establishes the status information analysis model, and the status information analysis model is for indicating at least two information
Mapping relations between the status information of the sample of users.
Fig. 5 shows the schematic block diagram of the device 500 provided by the embodiments of the present application for establishing user's portrait.This first is built
Vertical device 500 (device 500 for establishing user's portrait) can be the device 300 described in Fig. 3, this first establishes device 500
Hardware structure as shown in Figure 5 may be used.First to establish device 500 may include processor 510,520 and of communication interface for this
Memory 530, the processor 510, communication interface 520 and memory 530 are communicated by internal connecting path.In Fig. 3
The correlation function that determination unit 320 is realized can be realized that acquiring unit 310 and 330 institute of output unit are real by processor 510
Existing correlation function can control communication interface 520 to realize by processor 510.
The processor 510 may include be one or more processors, such as including one or more central processing unit
(central processing unit, CPU), in the case where processor is a CPU, which can be monokaryon CPU,
It can be multi-core CPU.
The communication interface 520 is for input and/or output data.The communication interface may include that transmission interface and reception connect
Mouthful, transmission interface is used for output data, and receiving interface is used for input data.
The memory 530 include but not limited to be random access memory (random access memory, RAM), only
Read memory (read-only memory, ROM), erasable and programable memory (erasable programmable read
Only memory, EPROM), CD-ROM (compact disc read-only memory, CD-ROM), the memory 530
For storing dependent instruction and data.
Memory 530 is used to store first program code and data for establishing device, can be individual device or collection
At in processor 510.
Specifically, the processor 510 establishes device progress for controlling communication interface and other devices, such as with second
Data transmission.For details, reference can be made to the descriptions in embodiment of the method, and details are not described herein.
It is understood that Fig. 5 illustrate only the first simplified design for establishing device.In practical applications, image is examined
Rope device can also separately include necessary other elements, including but not limited to any number of communication interface, processor, control
Device, memory etc., and all may be implemented the first of the application and establish device all within the protection domain of the application.
In a kind of possible design, this first is established device 500 and may alternatively be chip apparatus, such as can be can
First chip in device is established for this, for realizing first correlation function for establishing processor 510 in device.The chip
Device can be the field programmable gate array for realizing correlation function, special integrated chip, System on Chip/SoC, central processing unit, net
Network processor, digital signal processing circuit, microcontroller can also use programmable controller or other integrated chips.The core
May include optionally one or more memories in piece, for storing program code, when the code is performed so that
Processor realizes corresponding function.
Fig. 6 shows the schematic block diagram of the device 600 provided by the embodiments of the present application for establishing status information analysis model,
This second establish device 600 (device 600 for establishing status information analysis model) can be Fig. 4 described in second establish dress
It sets, this second is established device hardware structure as shown in FIG. 6 may be used.This second establish device may include processor 610,
Communication interface 620 and memory 630, the processor 610, communication interface 620 and memory 630 are mutual by internal connecting path
Communication.The correlation function that unit 420 is realized of establishing in Fig. 4 can be realized that 410 institute of acquiring unit is real by processor 610
Existing correlation function can control communication interface 620 to realize by processor 610.
The processor 610 may include be one or more processors, such as including one or more central processing unit
(central processing unit, CPU), in the case where processor is a CPU, which can be monokaryon CPU,
It can be multi-core CPU.
The communication interface 620 is for input and/or output data.The communication interface may include that transmission interface and reception connect
Mouthful, transmission interface is used for output data, and receiving interface is used for input data.
The memory 630 include but not limited to be RAM, ROM, EPROM, CD-ROM, the memory 630 is for storing correlation
Instruction and data.
Memory 630 can be individual device or integrated for storing the second program code and data for establishing device
In processor 610.
Specifically, the processor 610 establishes device progress for controlling communication interface and other devices, such as with first
Data transmission.For details, reference can be made to the descriptions in embodiment of the method, and details are not described herein.
It is understood that Fig. 6 illustrate only the second simplified design for establishing device.In practical applications, image is examined
Rope device can also separately include necessary other elements, including but not limited to any number of communication interface, processor, control
Device, memory etc., and all may be implemented the second of the application and establish device all within the protection domain of the application.
In a kind of possible design, second, which establishes device 600, may alternatively be chip apparatus, such as can be available
The chip in device is established in second, the correlation function for establishing processor 610 in device for realizing second.The chip apparatus can
Think the field programmable gate array for realizing correlation function, special integrated chip, System on Chip/SoC, central processing unit, network processes
Device, digital signal processing circuit, microcontroller can also use programmable controller or other integrated chips.It, can in the chip
Choosing may include one or more memories, for storing program code, when the code is performed so that processor is real
Now corresponding function.
Those of ordinary skill in the art may realize that lists described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, depends on the specific application and design constraint of technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
Scope of the present application.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In several embodiments provided herein, it should be understood that disclosed systems, devices and methods, it can be with
It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, for example, the unit
It divides, only a kind of division of logic function, formula that in actual implementation, there may be another division manner, such as multiple units or component
It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or
The mutual coupling, direct-coupling or communication connection discussed can be the indirect coupling by some interfaces, device or unit
It closes or communicates to connect, can be electrical, machinery or other forms.
The unit illustrated as separating component may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, you can be located at a place, or may be distributed over multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme
's.
In addition, each functional unit in each embodiment of the application can be integrated in a processing unit, it can also
It is that each unit physically exists alone, it can also be during two or more units be integrated in one unit.
It, can be with if the function is realized in the form of SFU software functional unit and when sold or used as an independent product
It is stored in a computer read/write memory medium.Based on this understanding, the technical solution of the application is substantially in other words
The part of the part that contributes to existing technology or the technical solution can be expressed in the form of software products, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be
People's computer, server or network equipment etc.) execute each embodiment the method for the application all or part of step.
And storage medium above-mentioned includes：USB flash disk, mobile hard disk, ROM, RAM, magnetic disc or CD etc. are various can to store program code
Medium.
The above, the only specific implementation mode of the application, but the protection domain of the application is not limited thereto, it is any
Those familiar with the art can easily think of the change or the replacement in the technical scope that the application discloses, and should all contain
It covers within the protection domain of the application.Therefore, the protection domain of the application should be based on the protection scope of the described claims.
Claims (10)
1. a kind of method for establishing user's portrait, which is characterized in that including：
Obtain at least two information in the text message, audio-frequency information and image information of user；
According at least two information and status information analysis model, the status information of the user, the state letter are determined
Cease at least one of personality for indicating the user and mood, the status information analysis model for indicate it is described extremely
The mapping relations of few two kinds of information and the status information of the user；
According to the status information of the user, the portrait of the user is exported, the portrait includes the status information of the user.
2. according to the method described in claim 1, it is characterized in that, the status information analysis model includes first state information
Analysis model and the second status information analysis model, the first state information analysis model is for indicating at least two letter
The mapping relations of each information status information corresponding with each described information in breath, the second status information analysis model
Mapping relations for the status information for indicating the corresponding status information of each information and the user；
Wherein, described that the status information of the user is determined according at least two information and status information analysis model, packet
It includes：
According at least two information and first state information analysis model, the corresponding state letter of each described information is determined
Breath；
According to the corresponding status information of each described information and the second status information analysis model, the state letter of the user is determined
Breath.
3. according to the method described in claim 1, it is characterized in that, the status information according to the user, described in output
The portrait of user, including：
According to the status information of the user, image is exported, described image can describe the portrait of the user.
4. according to the method described in claim 1, it is characterized in that, the status information according to the user, described in output
The portrait of user, including：
According to the status information of the user, text is exported, the text can describe the portrait of the user.
5. method according to claim 1 to 4, which is characterized in that the portrait further includes the user
Personal characteristic information, the personal characteristic information include the user social property, living habit and consumer behavior in extremely
One item missing.
6. a kind of method for establishing status information analysis model, which is characterized in that including：
Obtain at least two information in the text message, audio-frequency information and image information of sample of users；
The status information of the sample of users is obtained, the status information is used to indicate in the personality and mood of the sample of users
At least one；
According to the status information of at least two information and the user, the status information analysis model, the shape are established
State information analysis model is used to indicate the mapping relations between at least two information and the status information of the sample of users.
7. a kind of device for establishing user's portrait, which is characterized in that including：
Acquiring unit, at least two information in text message, audio-frequency information and image information for obtaining user；
Determination unit, at least two information for being obtained according to the acquiring unit and status information analysis model, really
The status information of the fixed user, the status information is for indicating at least one of personality and mood of the user, institute
State mapping relations of the status information analysis model for indicating at least two information and the status information of the user；
Output unit, the status information of the user for being determined according to the determination unit, exports the portrait of the user,
The portrait includes the status information of the user.
8. a kind of device for establishing status information analysis model, which is characterized in that including：
Acquiring unit, at least two information in text message, audio-frequency information and image information for obtaining sample of users and
The status information of the sample of users, the status information are used to indicate at least one in the personality and mood of the sample of users
Kind；
Unit is established, the status information of at least two information and the user for being obtained according to the acquiring unit,
The status information analysis model is established, the status information analysis model is for indicating at least two information and the sample
Mapping relations between the status information of this user.
9. a kind of computer equipment, including memory, processor, communication interface and it is stored on the memory and can be in institute
State the computer program run on processor, wherein pass through between the memory, the processor and the communication interface
Internal connecting path communicates, which is characterized in that realizes that aforesaid right is wanted when the processor executes the computer program
The step of seeking the method described in any one of 1 to 6.
10. a kind of computer readable storage medium, for storing computer program, which is characterized in that the computer program quilt
The step of method described in any one of the claims 1 to 6 is realized when processor executes.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810537935.1A CN108765011A (en) | 2018-05-30 | 2018-05-30 | Method and apparatus for creating user portrayal and creating state information analysis model |
| PCT/CN2018/096396 WO2019227633A1 (en) | 2018-05-30 | 2018-07-20 | Methods and apparatuses for establishing user profile and establishing state information analysis model |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810537935.1A CN108765011A (en) | 2018-05-30 | 2018-05-30 | Method and apparatus for creating user portrayal and creating state information analysis model |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108765011A true CN108765011A (en) | 2018-11-06 |
Family
ID=64004222
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810537935.1A Withdrawn CN108765011A (en) | 2018-05-30 | 2018-05-30 | Method and apparatus for creating user portrayal and creating state information analysis model |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN108765011A (en) |
| WO (1) | WO2019227633A1 (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109754810A (en) * | 2019-02-21 | 2019-05-14 | 珠海格力电器股份有限公司 | Voice control method and device, storage medium and air conditioner |
| CN112307110A (en) * | 2020-10-30 | 2021-02-02 | 京东方科技集团股份有限公司 | User portrait generation method and device, computer equipment and storage medium |
| CN117726359A (en) * | 2024-02-08 | 2024-03-19 | 成都纳宝科技有限公司 | Interactive marketing method, system and equipment |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106293074B (en) * | 2016-07-29 | 2020-02-21 | 维沃移动通信有限公司 | Emotion recognition method and mobile terminal |
| US10481861B2 (en) * | 2016-08-30 | 2019-11-19 | Google Llc | Using user input to adapt search results provided for presentation to the user |
| CN106682090B (en) * | 2016-11-29 | 2020-05-15 | 上海智臻智能网络科技股份有限公司 | Active interaction implementation device and method and intelligent voice interaction equipment |
| CN106528859A (en) * | 2016-11-30 | 2017-03-22 | 英华达（南京）科技有限公司 | Data pushing system and method |
-
2018
- 2018-05-30 CN CN201810537935.1A patent/CN108765011A/en not_active Withdrawn
- 2018-07-20 WO PCT/CN2018/096396 patent/WO2019227633A1/en active Application Filing
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109754810A (en) * | 2019-02-21 | 2019-05-14 | 珠海格力电器股份有限公司 | Voice control method and device, storage medium and air conditioner |
| CN112307110A (en) * | 2020-10-30 | 2021-02-02 | 京东方科技集团股份有限公司 | User portrait generation method and device, computer equipment and storage medium |
| CN117726359A (en) * | 2024-02-08 | 2024-03-19 | 成都纳宝科技有限公司 | Interactive marketing method, system and equipment |
| CN117726359B (en) * | 2024-02-08 | 2024-04-26 | 成都纳宝科技有限公司 | Interactive marketing method, system and equipment |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2019227633A1 (en) | 2019-12-05 |
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