CN107545028A - A kind of data processing method, device and electronic equipment - Google Patents
A kind of data processing method, device and electronic equipment Download PDFInfo
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- CN107545028A CN107545028A CN201710580565.5A CN201710580565A CN107545028A CN 107545028 A CN107545028 A CN 107545028A CN 201710580565 A CN201710580565 A CN 201710580565A CN 107545028 A CN107545028 A CN 107545028A
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Abstract
The embodiment of the invention discloses a kind of data processing method, device and electronic equipment, it is related to field of artificial intelligence.The data processing method of the embodiment of the present invention includes：The first intersection record based on interactive terminal and destination object in very first time section, judges whether the destination object meets first threshold to the degree of belief of the interactive terminal；When the destination object meets first threshold to the degree of belief of the interactive terminal, the interactive terminal and second intersection record of the destination object in the second time interval are obtained according to preset strategy；Second intersection record is obtained, and data processing operation is performed to second intersection record, forms data processed result；For different displaying objects, the data processed result is shown according to corresponding exhibition method.By the scheme of the embodiment of the present invention, destination object behavior can effectively be analyzed, enrich the function of interactive terminal.
Description
Technical field
The present invention relates to artificial intelligence field, more particularly to one kind to collect children's every-day language by voice doll and give
Analysis and the system of front guiding.
Background technology
Children be country, society future, child grows are all most important for owner, thus children into
Language and personality in length are formed always by parent, the extensive concern of society.No matter body or psychology, the Childhood is people
In the period of in life most easily by ectocine also most plasticity.Finding, what is heard and suffered guiding of Childhood etc. because
Element often plays conclusive effect in the psychology and personality of people are formed, so, the psychology of Childhood, personality culture are extremely
It is important.At present, the culture of the personality of children, mental health relies on father and mother, the observation of teacher or other guardians and speech substantially
Guiding, on the one hand, they are not the professional person of child psychology, and on the other hand their observation is influenceed simultaneously by subjective factor
It is not comprehensive, objective.
Inventor has found during the present invention is realized, at present for infantile psychology and the analysis of personality health status and
Culture, in addition to the everyday exposure of the guardians such as parent, teacher, really the infantile psychology scholar of specialty is for mental health of child
The research formed with personality can only be by exchanging and interviewing in short term children with children the guardian such as parent, teacher.This side
Formula drawback it is obvious that interview children face to face, and experiment inherently destroys its objectivity, and children for various reasons may can't
Intactly show it is real oneself, equally, for guardian interview as they for favour of oneself child etc. one
Serial reason causes the not comprehensive or even mistake of result of study.
Therefore, it is necessary to a kind of brand-new solution.
The content of the invention
In view of this, the embodiments of the invention provide a kind of data processing method, device and electronic equipment, at least in part
Solve problems of the prior art.
In a first aspect, the embodiments of the invention provide a kind of data processing method, including：
The first intersection record based on interactive terminal and destination object in very first time section, judges the destination object
Whether first threshold is met to the degree of belief of the interactive terminal；
When the destination object meets first threshold to the degree of belief of the interactive terminal, institute is obtained according to preset strategy
State interactive terminal and second intersection record of the destination object in the second time interval；
Second intersection record is obtained, and data processing operation is performed to second intersection record, is formed at data
Manage result；
For different displaying objects, the data processed result is shown according to corresponding exhibition method.
As a kind of specific implementation of the embodiment of the present invention, interactive terminal and the destination object of being based on is at first
Between the first intersection record in section, judge whether the destination object meets the first threshold to the degree of belief of the interactive terminal
Value, including：
Obtain that described interactive voice records in very first time section based on interactive terminal and destination object；
Analyze and whether contain particular words and the particular words in the interactive voice record in very first time section
The number of interior appearance；
When the number that the particular words occur in very first time section is more than the first numerical value, the target pair is assert
As meeting first threshold to the degree of belief of the interactive terminal.
As a kind of specific implementation of the embodiment of the present invention, interactive terminal and the destination object of being based on is at first
Between the first intersection record in section, judge whether the destination object meets the first threshold to the degree of belief of the interactive terminal
Value, including：
Obtain and described duration is interacted in very first time section based on interactive terminal and destination object；
Calculate the ratio of the interactive duration and the very first time section；
When the ratio of the interactive duration and the very first time section exceedes second value, the destination object is assert
First threshold is met to the degree of belief of the interactive terminal.
As a kind of specific implementation of the embodiment of the present invention, it is described according to preset strategy obtain the interactive terminal with
Second intersection record of the destination object in the second time interval, including：
Record all voices in the second time interval；
Exist in all voices with the voice that the destination object associates as the interactive terminal and the destination object
The second intersection record in second time interval.
As a kind of specific implementation of the embodiment of the present invention, it is described according to preset strategy obtain the interactive terminal with
Second intersection record of the destination object in the second time interval, including：
The destination object is initiated in the second time interval actively to inquire；
Answer of the destination object for active inquiry is existed as the interactive terminal and the destination object
The second intersection record in second time interval.
It is described that data processing is performed to second intersection record as a kind of specific implementation of the embodiment of the present invention
Operation, including：
Obtain the interactive voice record in second intersection record；
Interactive voice record is converted into interactive word, and semantic analysis is carried out to the interactive word, forms language
Adopted analysis result.
It is described that data processing is performed to second intersection record as a kind of specific implementation of the embodiment of the present invention
Operation, in addition to：
Judge whether contain sensitive paragraph in the record of the interactive voice in two intersection record；
The voice related to sensitive paragraph is individually preserved.
It is described to be directed to different displaying objects as a kind of specific implementation of the embodiment of the present invention, by the data
Result is shown according to corresponding exhibition method, including：
For the first displaying object, the data processed result is shown using the interactive terminal；
For the second displaying object, the data processed result is entered using with the other-end that the interactive terminal associates
Row displaying.
Second aspect, the embodiment of the present invention additionally provide a kind of data processing equipment, including：
Judge module, for the first intersection record based on interactive terminal and destination object in very first time section, sentence
Whether the destination object that breaks meets first threshold to the degree of belief of the interactive terminal；
Acquisition module, for when the destination object meets first threshold to the degree of belief of the interactive terminal, according to
Preset strategy obtains the interactive terminal and second intersection record of the destination object in the second time interval；
Processing module, for obtaining second intersection record, and data processing behaviour is performed to second intersection record
Make, form data processed result；
Display module, for for different displaying objects, by the data processed result according to corresponding exhibition method
It is shown.
The third aspect, the embodiment of the present invention additionally provide a kind of electronic equipment, and the electronic equipment includes：
At least one processor；And
The memory being connected with least one processor communication；Wherein,
The memory storage has can be by the instruction of at least one computing device, and the instruction is by least one processor
Perform, so that at least one processor is able to carry out the data in any implementation of aforementioned first aspect or first aspect
Processing method.
Fourth aspect, the embodiment of the present invention additionally provide a kind of non-transient computer readable storage medium storing program for executing, the non-transient meter
Calculation machine readable storage medium storing program for executing stores computer instruction, and the computer instruction is used to make the computer perform aforementioned first aspect or the
Data processing method in any implementation of one side.
5th aspect, the embodiment of the present invention additionally provide a kind of computer program product, and the computer program product includes
The calculation procedure being stored on non-transient computer readable storage medium storing program for executing, the computer program includes programmed instruction, when the program
When instruction is computer-executed, the computer is set to perform the data in any implementation of aforementioned first aspect or first aspect
Processing method.
Data processing method provided in an embodiment of the present invention, device, electronic equipment, non-transient computer readable storage medium storing program for executing
And computer program, trust interactive voice can be carried out by interactive terminal and destination object, and then obtain the friendship of destination object
Mutually record, early warning, Yi Jitong are carried out to potential psychology, the personality problem of destination object by the deep semantic analysis of artificial intelligence
Interactive terminal is crossed as the output instrument for solving the potential psychological problems of destination object.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by embodiment it is required use it is attached
Figure is briefly described, it is clear that, drawings in the following description are only some embodiments of the present invention, for this area
For those of ordinary skill, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is a kind of schematic flow sheet of data processing method provided in an embodiment of the present invention；
Fig. 2 is the schematic flow sheet of another data processing method provided in an embodiment of the present invention；
Fig. 3 is intended to for a kind of precaution alarm bulletin provided in an embodiment of the present invention；
Fig. 4 is a kind of schematic diagram of data processing equipment provided in an embodiment of the present invention；
Fig. 5 is the schematic diagram of a kind of electronic equipment provided in an embodiment of the present invention.
Embodiment
The embodiment of the present invention is described in detail below in conjunction with the accompanying drawings.
It will be appreciated that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.Base
Embodiment in the present invention, those of ordinary skill in the art obtained under the premise of creative work is not made it is all its
Its embodiment, belongs to the scope of protection of the invention.
Referring to Fig. 1, the exchange method of destination object, comprise the following steps：
S101, the first intersection record based on interactive terminal and destination object in very first time section, judges the mesh
Whether mark object meets first threshold to the degree of belief of the interactive terminal.
Specifically, interactive object can be that there are the robot of artificial intelligence function or others to pass through software
The terminal with interactive function realized.And to be then interactive terminal be used for carrying out the object of confidence interaction destination object, specifically,
Destination object can be children or other people with interactive function in developmental process.
The premise analyzed using behavior of the interactive terminal to destination object and psychology is that destination object is to interactive terminal
Establish sufficient trust.For this reason, it may be necessary to obtain it is described based on interactive terminal and destination object in very first time section the
One intersection record, and judge whether the destination object meets first threshold to the degree of belief of the interactive terminal.The very first time
Section can be one week, one month or other customized periods.First intersection record can be interactive voice record,
Can be other operations of destination object on interactive terminal, such as, the touch operation carried out on the screen of interactive terminal.
As a kind of specific embodiment, it is described based on interactive terminal and destination object in very first time section the
One intersection record, judges whether the destination object meets first threshold to the degree of belief of the interactive terminal, including：
Obtain that described interactive voice records in very first time section based on interactive terminal and destination object；
Analyze and whether contain particular words and the particular words in the interactive voice record in very first time section
The number of interior appearance；
When the number that the particular words occur in very first time section is more than the first numerical value, the target pair is assert
As meeting first threshold to the degree of belief of the interactive terminal.
Alternatively specific embodiment, it is described based on interactive terminal and destination object in very first time section
The first intersection record, judge whether the destination object meets first threshold to the degree of belief of the interactive terminal, including：
Obtain and described duration is interacted in very first time section based on interactive terminal and destination object；
Calculate the ratio of the interactive duration and the very first time section；
When the ratio of the interactive duration and the very first time section exceedes second value, the destination object is assert
First threshold is met to the degree of belief of the interactive terminal.
S102, when the destination object meets first threshold to the degree of belief of the interactive terminal, according to preset strategy
Obtain the interactive terminal and second intersection record of the destination object in the second time interval.
After judging that destination object and interactive terminal have been built up sufficient trusting relationship, now assertive goal object
Intersection record between interactive terminal is authentic and valid, and the behavior that can be used for destination object is analyzed.Now can root
The interactive terminal and second intersection record of the destination object in the second time interval are obtained according to preset strategy.Specifically
, the second time interval can be one week, one month or other customized periods.Second intersection record can be voice
Other operations of intersection record or destination object on interactive terminal, such as, carried out on the screen of interactive terminal
Touch operation
Optionally, it is described that the interactive terminal and the destination object are obtained in the second time interval according to preset strategy
The second intersection record, can include：
Record all voices in the second time interval, using in all voices with the voice that the destination object associates as
The interactive terminal and second intersection record of the destination object in the second time interval.
Specifically, sound transducer can be set in interactive object, when sound transducer is detected around interactive terminal
Sound be more than certain decibel (such as 15 decibels) after, just all sound around automatic record.Extract destination object simultaneously
Sound model, in all voices, find the voice record that is matched with sound model, the language associated as destination object
Sound.
Optionally, it is described that the interactive terminal and the destination object are obtained in the second time interval according to preset strategy
The second intersection record, can also include：
The destination object is initiated in the second time interval actively to inquire；The destination object is directed to the active
The answer of inquiry is as the interactive terminal and second intersection record of the destination object in the second time interval.
By way of active is inquired, the psychological condition of destination object in some aspects can be targetedly obtained, is made
It is more comprehensively accurate to obtain analysis result.
S103, second intersection record is obtained, and data processing operation is performed to second intersection record, form number
According to result
Optionally, it is described that data processing operation is performed to second intersection record referring to Fig. 2, it can include：
S201, obtain the interactive voice record in second intersection record.
S202, interactive voice record is converted into interactive word, and semantic analysis, shape are carried out to the interactive word
Into semantic analysis result.
Specifically, deep semantic analysis can be carried out to the sentence of flood tide using the mode of artificial intelligence, with reference to backstage youngster
Virgin marriage counselor establishes continuous self study " language-personality " and " language-psychology " model to the potential mental health of children and property
Lattice form problem and accomplish to give warning in advance.Wherein, " language-personality " and " language-psychology " model pass through a large amount of words to input
Information, carries out semantic parsing and weighting classification is to each personality attribute (referring to Fig. 3), and output includes " five-factor model personality quantifies figure " and existed
Interior, detailed personality attributive analysis and the related psychological of affiliated personality characteristics are gained knowledge.The model is also by including but not
The algorithm of words and phrases matching is only limitted to, excavates the extreme psychological tendency that may be present of children in speech, output warning information is conciliate
Certainly suggest.Such as extropism：Act speedily and vigorously, it is decisive and resolute to do things, and the moment is all energy full marks.Emotionality is remained indifferent whether granted favors or subjected to humiliation, and has drive
Property.It is open：It is rationality, real, follow the practice, it is mood narrow range, insensitive to environment.Pleasant property：It is modest courteous, treat people
Gently, make every effort to accomplish perfection.Doing one's duty property：Restrain oneself conscientious, set a good example by one's own conduct, everything can accomplish to have a well-thought-out plan.
Optionally, it is described that data processing operation is performed to second intersection record, it can also include：
S203, judge whether contain sensitive paragraph in the record of the interactive voice in two intersection record；
S204, the voice related to sensitive paragraph is individually preserved.
For example, destination object children are by using functions such as the intelligent answer chats of interactive terminal, and word is with language
The form of sound is recorded by interactive terminal and is uploaded to Cloud Server, and Cloud Server is identified to voice and is converted into word first
Information, then the word after conversion is matched by simple dirty word, realize that dirty word is filtered and prompted in the form of speech, educates and say
The children of dirty word.
S104, for different displaying objects, the data processed result is shown according to corresponding exhibition method.
Specifically, described be directed to different displaying objects, the data processed result is entered according to corresponding exhibition method
Row displaying, including：
For the first displaying object, the data processed result is shown using the interactive terminal；
For the second displaying object, the data processed result is entered using with the other-end that the interactive terminal associates
Row displaying.
All text informations will enter deep semantic analysis module, module application " language-personality ", " language-heart
Reason " model carries out long-term depth analysis to text information, and interim (for example, in the form of monthly magazine and annual report) to children
The problems such as possible potential mental health, carries out early warning, and the warning information is sent to monitoring human hand in the form of stage is reported
Mechanical, electrical brain etc. subscribes to terminal.Stage report is also including the character analysis based on five-factor model personality and guiding suggestion etc..Together
When, parent, guardian can step on intelligent terminal by mobile phone, will be guided in the form of word and/or voice, the language of education is sent out
The interactive terminal delivered in children's hand, interactive terminal will play the word or voice of guardian's transmission with the sound of oneself.
Fig. 4 is a kind of data processing equipment provided in an embodiment of the present invention, and referring to Fig. 4, the data processing equipment 40 includes：
Judge module 401, for the first intersection record based on interactive terminal and destination object in very first time section,
Judge whether the destination object meets first threshold to the degree of belief of the interactive terminal；
Acquisition module 402, for when the destination object meets first threshold to the degree of belief of the interactive terminal, root
The interactive terminal and second intersection record of the destination object in the second time interval are obtained according to preset strategy；
Processing module 403, data processing is performed for obtaining second intersection record, and to second intersection record
Operation, form data processed result；
Display module 404, for for different displaying objects, by the data processed result according to corresponding displaying side
Formula is shown.
The function of modules corresponds with embodiment of the method in data processing equipment, will not be repeated here.
Fig. 5 illustrates the structural representation of electronic equipment 5 provided in an embodiment of the present invention, and electronic equipment 5 is included at least
One processor 501 (such as CPU), at least one input/output interface 504, memory 502, and at least one communication bus
503, for realizing the connection communication between these parts.At least one processor 501 is used to perform what is stored in memory 502
Computer instruction, so that at least one processor 501 is able to carry out the embodiment of foregoing any data processing method.Storage
Device 502 is non-transient memory (non-transitory memory), and it can include volatile memory, for example, at a high speed with
Machine access memory (RAM：Random Access Memory), nonvolatile memory (non-volatile can also be included
Memory), a for example, at least magnetic disk storage.(can be wired or wireless by least one input/output interface 504
Communication interface) realize and the communication connection between at least one other equipment or unit.
In some embodiments, memory 502 stores program 5021, the configuration processor 5021 of processor 501, for holding
Content in the foregoing any data processing method embodiment of row.
The electronic equipment can exist in a variety of forms, include but is not limited to：
(1) mobile communication equipment：The characteristics of this kind equipment is that possess mobile communication function, and to provide speech, data
Communicate as main target.This Terminal Type includes：Smart mobile phone (such as iPhone), multimedia handset, feature mobile phone, and it is low
Hold mobile phone etc..
(2) super mobile personal computer equipment：This kind equipment belongs to the category of personal computer, there is calculating and processing work(
Can, typically also possess mobile Internet access characteristic.This Terminal Type includes：PDA, MID and UMPC equipment etc., such as iPad.
(3) portable entertainment device：This kind equipment can show and play content of multimedia.The kind equipment includes：Audio,
Video player (such as iPod), handheld device, e-book, and intelligent toy and portable car-mounted navigation equipment.
(4) particular server：The equipment for providing the service of calculating, the composition of server include processor, hard disk, internal memory, are
Bus of uniting etc., server is similar with general computer architecture, but due to needing to provide highly reliable service, therefore handling
Ability, stability, reliability, security, scalability, manageability etc. require higher.
(5) other electronic equipments with data interaction function.
It should be noted that herein, such as first and second or the like relational terms are used merely to a reality
Body or operation make a distinction with another entity or operation, and not necessarily require or imply and deposited between these entities or operation
In any this actual relation or order.Moreover, term " comprising ", "comprising" or its any other variant are intended to
Nonexcludability includes, so that process, method, article or equipment including a series of elements not only will including those
Element, but also the other element including being not expressly set out, or it is this process, method, article or equipment also to include
Intrinsic key element.In the absence of more restrictions, the key element limited by sentence " including one ... ", it is not excluded that
Other identical element in the process including the key element, method, article or equipment also be present.
Each embodiment in this specification is described by the way of related, identical similar portion between each embodiment
Divide mutually referring to what each embodiment stressed is the difference with other embodiment.
For device embodiment, because it is substantially similar to embodiment of the method, so the comparison of description is simple
Single, the relevent part can refer to the partial explaination of embodiments of method.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system including the system of processor or other can be held from instruction
The system of row system, device or equipment instruction fetch and execute instruction) use, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium " can any can be included, store, communicate, propagate or pass
Defeated program is for instruction execution system, device or equipment or the dress used with reference to these instruction execution systems, device or equipment
Put.The more specifically example (non-exhaustive list) of computer-readable medium includes following：Electricity with one or more wiring
Connecting portion (electronic installation), portable computer diskette box (magnetic device), random access memory (RAM), read-only storage
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device, and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium, which can even is that, to print the paper of described program thereon or other are suitable
Medium, because can then enter edlin, interpretation or if necessary with it for example by carrying out optical scanner to paper or other media
His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each several part of the present invention can be realized with hardware, software, firmware or combinations thereof.
In the above-described embodiment, multiple steps or method can use storage to be performed in memory and by suitable instruction
The software or firmware that system performs are realized.If for example, being realized with hardware, with another embodiment, can use
Any one of following technology well known in the art or their combination are realized：With for realizing logic work(to data-signal
The discrete logic of the logic gates of energy, there is the application specific integrated circuit of suitable combinational logic gate circuit, programmable gate
Array (PGA), field programmable gate array (FPGA) etc..
The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any
Those familiar with the art the invention discloses technical scope in, the change or replacement that can readily occur in, all should
It is included within the scope of the present invention.Therefore, protection scope of the present invention should be defined by scope of the claims.
Claims (10)
- A kind of 1. data processing method, it is characterised in that including：The first intersection record based on interactive terminal and destination object in very first time section, judges the destination object to institute Whether the degree of belief for stating interactive terminal meets first threshold；When the destination object meets first threshold to the degree of belief of the interactive terminal, the friendship is obtained according to preset strategy Mutual terminal and second intersection record of the destination object in the second time interval；Second intersection record is obtained, and data processing operation is performed to second intersection record, forms data processing knot Fruit；For different displaying objects, the data processed result is shown according to corresponding exhibition method.
- 2. data processing method according to claim 1, it is characterised in that described to be existed based on interactive terminal with destination object The first intersection record in very first time section, judges whether the destination object meets to the degree of belief of the interactive terminal One threshold value, including：Obtain that described interactive voice records in very first time section based on interactive terminal and destination object；Analyze in interactive voice record and whether to go out containing particular words and the particular words in very first time section Existing number；When the number that the particular words occur in very first time section is more than the first numerical value, the destination object pair is assert The degree of belief of the interactive terminal meets first threshold.
- 3. data processing method according to claim 1, it is characterised in that described to be existed based on interactive terminal with destination object The first intersection record in very first time section, judges whether the destination object meets to the degree of belief of the interactive terminal One threshold value, including：Obtain and described duration is interacted in very first time section based on interactive terminal and destination object；Calculate the ratio of the interactive duration and the very first time section；When the ratio of the interactive duration and the very first time section exceedes second value, assert the destination object to institute The degree of belief for stating interactive terminal meets first threshold.
- 4. data processing method according to claim 1, it is characterised in that described that the interaction is obtained according to preset strategy Terminal and second intersection record of the destination object in the second time interval, including：Record all voices in the second time interval；Using in all voices with the voice that the destination object associates as the interactive terminal and the destination object second The second intersection record in time interval.
- 5. data processing method according to claim 1, it is characterised in that described that the interaction is obtained according to preset strategy Terminal and second intersection record of the destination object in the second time interval, including：The destination object is initiated in the second time interval actively to inquire；Using the destination object for active inquiry answer as the interactive terminal and the destination object second The second intersection record in time interval.
- 6. data processing method according to claim 1, it is characterised in that described that number is performed to second intersection record Operated according to processing, including：Obtain the interactive voice record in second intersection record；Interactive voice record is converted into interactive word, and semantic analysis is carried out to the interactive word, forms semantic point Analyse result.
- 7. data processing method according to claim 6, it is characterised in that described that number is performed to second intersection record Operated according to processing, in addition to：Judge whether contain sensitive paragraph in the record of the interactive voice in two intersection record；The voice related to sensitive paragraph is individually preserved.
- 8. the data processing method according to claim 6 or 7, it is characterised in that it is described to be directed to different displaying objects, will The data processed result is shown according to corresponding exhibition method, including：For the first displaying object, the data processed result is shown using the interactive terminal；For the second displaying object, the data processed result is opened up using with the other-end that the interactive terminal associates Show.
- A kind of 9. data processing equipment, it is characterised in that including：Judge module, for the first intersection record based on interactive terminal and destination object in very first time section, judge institute State whether destination object meets first threshold to the degree of belief of the interactive terminal；Acquisition module, for when the destination object meets first threshold to the degree of belief of the interactive terminal, according to default Strategy obtains the interactive terminal and second intersection record of the destination object in the second time interval；Processing module, data processing operation, shape are performed for obtaining second intersection record, and to second intersection record Into data processed result；Display module, for for different displaying objects, the data processed result to be carried out according to corresponding exhibition method Displaying.
- 10. a kind of electronic equipment, it is characterised in that the electronic equipment includes：At least one processor；AndThe memory being connected with least one processor communication；Wherein,The memory storage has can be by the instruction of at least one computing device, and the instruction is by least one place Manage device to perform, so that at least one processor is able to carry out the data processing method described in foregoing any claim 1-8.
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| CN108521522A (en) * | 2018-04-20 | 2018-09-11 | 西北工业大学 | A kind of user's personality recognition methods based on Multidimensional Awareness data |
| CN111028041A (en) * | 2019-06-20 | 2020-04-17 | 拉扎斯网络科技（上海）有限公司 | Data processing method and device, readable storage medium and electronic equipment |
| CN115658908A (en) * | 2022-12-29 | 2023-01-31 | 华南理工大学 | Five-personality perception method and system based on conversation interaction process |
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| CN101242277A (en) * | 2008-03-11 | 2008-08-13 | 南京邮电大学 | Authorization trust method based on trust under grid environment |
| US20160140355A1 (en) * | 2014-11-19 | 2016-05-19 | Salesforce.Com, Inc. | User trust scores based on registration features |
| CN105702263A (en) * | 2016-01-06 | 2016-06-22 | 清华大学 | Voice playback detection method and device |
| CN105610856A (en) * | 2016-01-26 | 2016-05-25 | 深圳一卡易网络科技有限公司 | DDoS(Distributed Denial of Service)attack defensive system for application layer based on multiple feature recognition |
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| CN111028041A (en) * | 2019-06-20 | 2020-04-17 | 拉扎斯网络科技（上海）有限公司 | Data processing method and device, readable storage medium and electronic equipment |
| CN111028041B (en) * | 2019-06-20 | 2020-11-06 | 拉扎斯网络科技（上海）有限公司 | Data processing method and device, readable storage medium and electronic equipment |
| CN115658908A (en) * | 2022-12-29 | 2023-01-31 | 华南理工大学 | Five-personality perception method and system based on conversation interaction process |
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