CN110287385A - A kind of corpus data acquisition method, system and storage medium - Google Patents

A kind of corpus data acquisition method, system and storage medium Download PDF

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CN110287385A
CN110287385A CN201910526963.8A CN201910526963A CN110287385A CN 110287385 A CN110287385 A CN 110287385A CN 201910526963 A CN201910526963 A CN 201910526963A CN 110287385 A CN110287385 A CN 110287385A
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user
answer
question
information
data acquisition
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李嘉铭
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Simple Network Union (zhuhai) Technology Co Ltd
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Simple Network Union (zhuhai) Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/903Querying
    • G06F16/9032Query formulation
    • G06F16/90332Natural language query formulation or dialogue systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9536Search customisation based on social or collaborative filtering

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  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a kind of corpus data acquisition method, system and storage mediums, which comprises receives the input information of the first user, wherein the input information is as obtained by the external equipment input for being loaded with instant communication software;In response to the input information, multiple question and answer topics are extracted from question and answer exam pool, and are at least one another first user of the first user On-line matching, meanwhile, the question and answer topic is sent on the external equipment of each first user;The answer information of each first user is received, and the answer information is verified and stored;On the external equipment for sending each first user of the preset Electron Excitation to after being verified;Its effect is: question and answer problem data is distributed to two or more users, if passing through verifying for the answer information of each user of the same topic, then think that the corpus data is effective, each participating user can obtain certain excitation, to effectively increase the validity of data acquisition.

Description

A kind of corpus data acquisition method, system and storage medium
Technical field
The present invention relates to field of computer technology, and in particular to a kind of corpus data acquisition method, system and storage medium.
Background technique
Currently in order to compile corpus data, it is main there are two ways to: 1. crowdsourcing companies are by the collection of data and whole Reason task is distributed away, and user is required to provide clean data with compensation;2. the data that social software or website are collected are carried out Cleaning or customer service handmarking or audit, obtain clean data.Problem of the existing technology: 1. cannot guarantee number According to clean degree, for example there are dirty datas;2. it is relatively low using customer service manual examination and verification or labeling effciency, and it is easy error.
Summary of the invention
A kind of can be improved that be to provide of the embodiment of the present invention acquires a kind of corpus data acquisition method of data validity, is System and storage medium.
In a first aspect, a kind of corpus data acquisition method provided in an embodiment of the present invention, which comprises
Receive the input information of the first user, wherein the input information is by being loaded with the outer of instant communication software Portion's equipment input gained, the external equipment includes at least one of: smart phone and PC;
In response to the input information, multiple question and answer topics are extracted from question and answer exam pool, and are existed for first user At least one another first user of lines matching, meanwhile, the question and answer topic is sent on the external equipment of each first user;
The answer information of each first user is received, and the answer information is verified and stored;
On the external equipment for sending each first user of the preset Electron Excitation to after being verified.
In one possible implementation, the method also includes:
The online lazy weight of first user is then first user when can not match to first user At least one second user is matched, using the second user as another first user, wherein the second user is visitor Take personnel.
In one possible implementation, the method also includes:
The question and answer information of third user input is received, and the question and answer information is stored in the question and answer exam pool, wherein The third user is the user actively putd question to.
In one possible implementation, the answer information is stored, is specifically included:
The answer information includes topic answer and the question-and-answer problem purpose sentence of same meaning;
Classification storage is carried out according to the different type of the answer information.
Second aspect, a kind of corpus data acquisition system provided in an embodiment of the present invention, including client and cloud;
The client is used to obtain the input information of the first user and externally sends, wherein the input information is logical Cross the external equipment input gained for being loaded with instant communication software;
The cloud is used to receive and respond to the input information, and multiple question and answer topics are extracted from question and answer exam pool, And be at least one another first user of the first user On-line matching, meanwhile, the question and answer topic is sent to each first On the external equipment of user;
The cloud is also used to receive the answer information of each first user, and the answer information is verified and deposited Storage;On the external equipment for sending each first user of the preset Electron Excitation to after being verified.
In one possible implementation, the cloud is also used to the online lazy weight of first user, can not To first user matching when, then match at least one second user for first user, using the second user as Another first user, wherein the second user is contact staff.
In one possible implementation, the cloud is also used to receive the question and answer information of third user input, and will The question and answer information is stored in the question and answer exam pool, wherein the third user is the user actively putd question to.
In one possible implementation, described that the answer information is stored, it specifically includes:
The answer information includes topic answer and the question-and-answer problem purpose sentence of same meaning;
Classification storage is carried out according to the different type of the answer information.
The third aspect, a kind of computer readable storage medium, computer storage medium are stored with computer program, computer Program includes program instruction, which makes the step of processor execution first aspect the method when being executed by a processor Suddenly.
By adopting the above technical scheme, have the advantage that a kind of corpus data acquisition method proposed by the present invention, system and Storage medium, the embodiment of the present invention is by being distributed to two or more users for question and answer problem data, if for the same topic The answer information of each user of purpose passes through verifying, then it is assumed that the corpus data is effective, and each participating user can obtain certain Excitation, to effectively increase the validity of data acquisition.
Detailed description of the invention
Fig. 1 is a kind of method flow diagram of corpus data acquisition method provided in an embodiment of the present invention;
Fig. 2 is the application scenarios schematic diagram that the first user participates in corpus data acquisition in the embodiment of the present invention;
Fig. 3 is the application scenarios schematic diagram that second user participates in corpus data acquisition in the embodiment of the present invention;
Fig. 4 is the application scenarios schematic diagram that third user participates in corpus data acquisition in the embodiment of the present invention;
Fig. 5 is the structural schematic diagram that each user participates in corpus data acquisition in the embodiment of the present invention.
Specific embodiment
In order to keep the technical problem to be solved in the present invention, technical solution and advantage clearer, below in conjunction with attached drawing and Specific embodiment is described in detail, and the following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention..
Shown in referring to Fig.1, the embodiment of the invention provides a kind of corpus data acquisition methods, which comprises
S101 receives the input information of the first user, wherein the input information is by being loaded with instant communication software External equipment input gained, the external equipment includes at least one of: smart phone and PC.
Specifically, the instant communication software includes the social communication software or hard of the softwares such as wechat, QQ or independent research The input form of part equipment, the input information includes manual form and automatic form, and manual form is defeated using traditional text Enter or speech recognition input, scanning input etc. can be used in the input forms such as video, audio and picture, automatic form;With reference to Fig. 2 Shown, the present embodiment is illustrated in such a way that participant is scanned the two-dimensional code by smart phone, the external equipment It can be special corpus transacter, the first user here is a group in participant, the class of other participants Type will be described subsequent.
S102 extracts multiple question and answer topics in response to the input information from question and answer exam pool, and uses for described first At least one another first user of family On-line matching, meanwhile, the question and answer topic is sent to the external equipment of each first user On.
Specifically, cloud executes above-mentioned steps, and the cloud can be regarded as server end, and cloud is entered information triggering Afterwards, choose at least one question and answer topic from exam pool, the present embodiment by extract it is multiple for be illustrated, and On-line matching is at least One the first user of others, that is, class of answering a question participant, it is different former that strange land priority principle, gender can be used in matched principle Then with professional person's principle etc., the information such as region, gender in matching principle obtained after being authorized by user or user from The modes such as oneself input obtain, and details are not described herein, can reduce the probability practised fraud between each user in this way.
S103, receives the answer information of each first user, and the answer information is verified and stored.
Specifically, cloud executes above-mentioned steps, and the standard of verifying is 2 users or 2 or more user for same It is required that reply it is identical or consistent, then pass through verifying, it is believed that the corpus data of this acquisition is effective, and is stored;Wherein, The answer information is stored, is specifically included:
The answer information includes topic answer and the question-and-answer problem purpose sentence of same meaning;
Classification storage is carried out according to the different type of the answer information;Answer is divided into two classes i.e. in the present embodiment, the One kind is answer (i.e. topic answer);Second class is the sentence of same meaning (i.e. the sentence of same meaning of topic answer);When participant participates in, question and answer Topic has corresponding prompt, that is to say, that further includes prompt information in the question and answer topic;In order to make it easy to understand, below into Row is for example, for example, will answer data is divided into 2 classes: the first kind is answers, and for a corpus data A, the reply of user is Answer to A, is set as B, it may be assumed that B is the answer of A, such as: A=" what is your name? ", " I is Lee to B=.";Second class is The sentence of same meaning, for a corpus data A, the reply of user is the sentence equivalent in meaning with A, is set as A ', it may be assumed that A ' is the synonymous of A Sentence, such as: A=" what is your name? ", A '=" who are you? ";
The answer information is verified, further includes:
The geographical location of each first user is verified;I.e. when carrying out matching user, priority match relevance as far as possible Lesser 2 or multiple users, relevance judge according to the geographical location of user, for example, the geographical location phase of 2 users Away from less than 100 meters, it is believed that the relevance of this 2 users is larger;
The external equipment of each first user is verified;For example, judging that 2 users join from the same hardware device simultaneously With answer, then it is assumed that the relevance of this 2 users is larger, for example, the MAC Address etc. of equipment is judged;
The social software of each first user is verified with the presence or absence of association;For example, 2 users are deposited by social software In association (wechat good friend, QQ friends etc.), then it is assumed that the relevance of this 2 users is larger.Cloud executes above-mentioned steps, if association Property it is larger, then be not verified, using above-mentioned step, improve the validity that user answers, reduce between each user mutually The case where cheating.
S104, on the external equipment for sending each first user of the preset Electron Excitation to after being verified.
Specifically, the Electron Excitation is integral, red packet or other virtual objects, will not enumerate, passes through herein This mode, the conscientiously degree for improving everybody participation and answering a question, to improve the validity of data acquisition.
Fig. 2 gives the application scenarios that first user carries out corpus data acquisition, and detailed process refers to foregoing description With it is as shown in the figure.
Through the above scheme, question and answer problem data is distributed to two or more users, if for the same topic The answer information of each user passes through verifying, then it is assumed that and the corpus data is effective, and each participating user can obtain certain excitation, To effectively increase the validity of data acquisition.
In other embodiments, it is contemplated that actual applicable cases, it is understood that there may be can not be same for first user matching When the user group of sample, the method also includes:
The online lazy weight of first user is then first user when can not match to first user At least one second user is matched, using the second user as another first user, wherein the second user is visitor Take personnel.
Specifically, in order not to destroy the proof rule of setting, as shown in figure 3, using contact staff as the use of a type Family group substitutes matched another first user described previously, is equivalent to the user's second being responsible for playing the part of in Fig. 2, conscientiously answers every One problem, follow-up process with it is described previously identical, details are not described herein.
In other embodiments, the method also includes:
The question and answer information of third user input is received, and the question and answer information is stored in the question and answer exam pool, wherein The third user is the user actively putd question to.
Specifically, in use, refering to what is shown in Fig. 4, the user that active is putd question to passes through as another participant's type The third user and cloud carry out the collection of corpus data in a manner of puing question to or chat, by way of role transforming, First is that the exam pool of itself is enriched, in application, the first user or second user can be sent to these data, to obtain It answers;Second is that obtaining the focus from the angle of participant to corpus data, more personalized and specific aim.
With reference to Fig. 5, participant is divided into three groups by this programme, is set as the first user, second user, third user;The One user is participated in by way of scanning or wechat public platform, and the user's first and user's second of the first user is by sweeping live two-dimensional code Participation is answered a question (question-and-answer problem purpose quantity is 1~10), if the two is all consistent for the answer of each topic, both sides will It receives awards, does not otherwise reward, but will record corresponding data volume;
Second user (can not be matched to user's second) when there is demand in time and be responsible for playing the part of user's second, conscientiously as customer service Answer each problem;
Third user is as experience user, that is, the beneficiary of data, therefore third user may need use of paying, It can be participated in by sweeping two dimensional code, be putd question to public platform and perhaps chat these data clouds and can be sent to the first user or the Two users, to be answered.
Based on the same inventive concept of above-mentioned acquisition method, the embodiment of the invention also provides a kind of acquisitions of corpus data to be System, including client and cloud.
The client is used to obtain the input information of the first user and externally sends, wherein the input information is logical Cross the external equipment input gained for being loaded with instant communication software.
Specifically, the quantity of the client is multiple, and the instant communication software includes the softwares such as wechat, QQ or autonomous The input form of the social communication software or hardware device of research and development, the input information includes manual form and automatic form, hand Speech recognition can be used using input forms, automatic forms such as traditional text input or video, audio and pictures in dynamic form Input, scanning input etc.;The external equipment is also possible to special corpus transacter, and the first user here is to participate in A group in person.
The cloud is used to receive and respond to the input information, and multiple question and answer topics are extracted from question and answer exam pool, And be at least one another first user of the first user On-line matching, meanwhile, the question and answer topic is sent to each first On the external equipment of user.
Specifically, the cloud can be regarded as server end, after cloud is entered information triggering, choose at least from exam pool One question and answer topic, the present embodiment by extract it is multiple for be illustrated, and the first user that On-line matching is at least one other, Strange land priority principle, gender distinct principle and professional person's principle etc. can be used in class of answering a question participant, matched principle, The information such as region, gender in matching principle obtain after being authorized by user or the modes such as user oneself input obtain, This is repeated no more, and can reduce the probability practised fraud between each user in this way.
The cloud is also used to receive the answer information of each first user, and the answer information is verified and deposited Storage;On the external equipment for sending each first user of the preset Electron Excitation to after being verified.
Specifically, cloud executes above-mentioned steps, and the standard of verifying is 2 users or 2 or more user for same It is required that reply it is identical or consistent, then pass through verifying, it is believed that the corpus data of this acquisition is effective, and is stored;Wherein, The answer information is stored, is specifically included:
The answer information includes topic answer and the question-and-answer problem purpose sentence of same meaning;
Classification storage is carried out according to the different type of the answer information;Answer is divided into two classes i.e. in the present embodiment, the One kind is answer (i.e. topic answer);Second class is the sentence of same meaning (i.e. the sentence of same meaning of topic answer);
When participant participates in, question and answer topic has corresponding prompt, that is to say, that further includes mentioning in the question and answer topic Show information;In order to make it easy to understand, being exemplified below;For example, will answer data is divided into 2 classes: the first kind is answer, for One corpus data A, the reply of user are the answers to A, are set as B, it may be assumed that B is the answer of A, such as: " you are any name to A= Word? ", " I is Lee to B=.";Second class is the sentence of same meaning, and for a corpus data A, the reply of user is equivalent in meaning with A Sentence, be set as A ', it may be assumed that A ' is the sentence of same meaning of A, such as: A=" what is your name? ", A '=" who are you? ";
The answer information is verified, further includes:
The geographical location of each first user is verified;I.e. when carrying out matching user, priority match relevance as far as possible Lesser 2 or multiple users, relevance judge according to the geographical location of user, for example, the geographical location phase of 2 users Away from less than 100 meters, it is believed that the relevance of this 2 users is larger;
The external equipment of each first user is verified;For example, judging that 2 users join from the same hardware device simultaneously With answer, then it is assumed that the relevance of this 2 users is larger, for example, the MAC Address etc. of equipment is judged;
The social software of each first user is verified with the presence or absence of association;For example, 2 users are deposited by social software In association (wechat good friend, QQ friends etc.), then it is assumed that the relevance of this 2 users is larger.Cloud executes above-mentioned steps, if association Property it is larger, then be not verified, using above-mentioned step, improve the validity that user answers, reduce between each user mutually The case where cheating;
The Electron Excitation is integral, red packet or other virtual objects, will not enumerate herein, passes through this side Formula, the conscientiously degree for improving everybody participation and answering a question, to improve the validity of data acquisition;Pass through the language that will be collected Material data (answer data i.e. described above) is stored and is added in exam pool, and then the data of exam pool send out collection answer, These answer informations increase to exam pool again, form dynamic circulation.
By above system, question and answer problem data is distributed to two or more users, if for the same topic The answer information of each user passes through verifying, then it is assumed that and the corpus data is effective, and each participating user can obtain certain excitation, To effectively increase the validity of data acquisition.
In other embodiments, the cloud is also used to the online lazy weight of first user, can not be to described When one user matches, then at least one second user is matched for first user, using the second user as described another First user, wherein the second user is contact staff.
Specifically, it is contemplated that actual applicable cases, it is understood that there may be same user can not be matched for first user When group, in order not to destroy the proof rule of setting, using contact staff as the user group of a type, substitute described previously Matched another first user, is equivalent to the user's second being responsible for playing the part of in Fig. 2, conscientiously answer each problem, follow-up process with Described previously identical, details are not described herein.
In other embodiments, the cloud is also used to receive the question and answer information of third user input, and by the question and answer Information is stored in the question and answer exam pool, wherein the third user is the user actively putd question to.
Specifically, user active putd question to as another participant's type, by the third user and cloud with The mode putd question to or chatted carries out the collection of corpus data, by way of role transforming, first is that the exam pool of itself is enriched, In application, the first user or second user can be sent to these data, to be answered;Second is that obtaining from participation The angle of person is to the focus of corpus data, more personalized and specific aim.
The embodiment of the invention also provides a kind of computer readable storage medium, computer storage medium is stored with computer Program, computer program include program instruction, which makes processor execute first aspect institute when being executed by a processor The step of stating method.
The computer readable storage medium can use hard disk or memory.The computer readable storage medium can also be with It is External memory equipment, such as plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash card (Flash Card) etc..Further, the computer readable storage medium is also Can both including the terminal memory and also including External memory equipment.The computer readable storage medium of the present embodiment, holds Row method as described in the examples, details are not described herein.
Those of ordinary skill in the art may be aware that system module described in conjunction with the examples disclosed in this document and Method and step can be realized with electronic hardware, computer software, or a combination of the two, in order to clearly demonstrate hardware and soft The interchangeability of part generally describes each exemplary composition and step according to function in the above description.These function It can be implemented in hardware or software actually, the specific application and design constraint depending on technical solution.Professional skill Art personnel can use different methods to achieve the described function each specific application, but this realization should not be recognized It is beyond the scope of this invention.
Finally, it should be noted that foregoing description is only a specific embodiment of the invention, but protection scope of the present invention It is not limited thereto, anyone skilled in the art in the technical scope disclosed by the present invention, can readily occur in Change or replacement, should be covered by the protection scope of the present invention.

Claims (9)

1. a kind of corpus data acquisition method, which is characterized in that the described method includes:
Receive the input information of the first user, wherein the input information is set by being loaded with the outside of instant communication software Standby input gained, the external equipment includes at least one of: smart phone and PC;
In response to the input information, multiple question and answer topics are extracted from question and answer exam pool, and are online of first user With at least one another first user, meanwhile, the question and answer topic is sent on the external equipment of each first user;
The answer information of each first user is received, and the answer information is verified and stored;
On the external equipment for sending each first user of the preset Electron Excitation to after being verified.
2. a kind of corpus data acquisition method according to claim 1, which is characterized in that the method also includes:
The online lazy weight of first user is then first user matching when can not match to first user At least one second user, using the second user as another first user, wherein the second user is customer service people Member.
3. a kind of corpus data acquisition method according to claim 1, which is characterized in that the method also includes:
The question and answer information of third user input is received, and the question and answer information is stored in the question and answer exam pool, wherein is described Third user is the user actively putd question to.
4. a kind of corpus data acquisition method according to claim 1, which is characterized in that deposited to the answer information Storage, specifically includes:
The answer information includes topic answer and the question-and-answer problem purpose sentence of same meaning;
Classification storage is carried out according to the different type of the answer information.
5. a kind of corpus data acquisition system, which is characterized in that including client and cloud;
The client is used to receive the input information of the first user, wherein the input information is by being loaded with Instant Messenger Believe that the external equipment of software inputs gained;
The cloud is used in response to the input information, extracts multiple question and answer topics from question and answer exam pool, and is described the At least one another first user of one user's On-line matching, meanwhile, the question and answer topic is sent to the outside of each first user In equipment;
The cloud is also used to receive the answer information of each first user, and the answer information is verified and stored;Hair On the external equipment for sending each first user of the preset Electron Excitation to after being verified.
6. a kind of corpus data acquisition system according to claim 5, which is characterized in that the cloud is also used to described The online lazy weight of one user, when can not be matched to first user, then for first user match at least one the Two users, using the second user as another first user, wherein the second user is contact staff.
7. a kind of corpus data acquisition system according to claim 5, which is characterized in that the cloud is also used to receive The question and answer information of three users input, and the question and answer information is stored in the question and answer exam pool, wherein the third user is The user actively putd question to.
8. a kind of corpus data acquisition system according to claim 5, which is characterized in that it is described to the answer information into Row storage, specifically includes:
The answer information includes topic answer and the question-and-answer problem purpose sentence of same meaning;
Classification storage is carried out according to the different type of the answer information.
9. a kind of computer readable storage medium, computer storage medium are stored with computer program, which is characterized in that computer Program includes program instruction, which require processor perform claim described in any one of 1-4 The step of method.
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