CN113094590A - Accurate recommendation system for legal provision - Google Patents

Accurate recommendation system for legal provision Download PDF

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Publication number
CN113094590A
CN113094590A CN202110494106.1A CN202110494106A CN113094590A CN 113094590 A CN113094590 A CN 113094590A CN 202110494106 A CN202110494106 A CN 202110494106A CN 113094590 A CN113094590 A CN 113094590A
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log
user
legal
database
provision
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董祥宇
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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
    • G06F16/95Retrieval 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
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/07Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/14Error detection or correction of the data by redundancy in operation
    • G06F11/1402Saving, restoring, recovering or retrying
    • G06F11/1446Point-in-time backing up or restoration of persistent data
    • G06F11/1448Management of the data involved in backup or backup restore
    • 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
    • G06F16/951Indexing; Web crawling techniques
    • 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
    • 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
    • G06F16/955Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/18Legal services; Handling legal documents

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
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  • General Physics & Mathematics (AREA)
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Abstract

The invention discloses an accurate recommendation system for legal provisions, and relates to the technical field of legal provisions; in order to solve the problem of efficiency of legal provision retrieval; the system comprises a keyword input module, a search collector, a controller, an original clause database, an indexer, an index clause database, a retriever and a user interface, wherein the keyword input module is used for inputting and problem sorting of related legal clause keywords, the search collector is a search engine used for capturing related contents of the input legal keywords, the controller is used for scheduling and controlling the capturing interval of the search collector, filtering links irrelevant to the keywords according to a certain webpage analysis algorithm, reserving useful links and putting the links into a URL queue to be captured, and the original clause database is an old-edition legal clause database. The invention can classify, backup and manage the information in the user behavior log database, thereby ensuring the use safety of users and avoiding the loss of user data.

Description

Accurate recommendation system for legal provision
Technical Field
The invention relates to the technical field of legal provisions, in particular to a system for accurately recommending the legal provisions.
Background
When lawyers provide legal consulting services for users, the lawyers often need to analyze the consulting contents of the users and provide legal opinions and legal provision. About 40 thousands of legal provisions are officially issued in China at present, and are updated every year, so that the energy of lawyers is wasted when the legal provisions are remembered or retrieved.
Through retrieval, the patent with chinese patent application number cn202011054621.x discloses an accurate recommendation system of legal provisions, which includes: the system comprises a legal provision acquisition module, a data sorting module and a data processing module, wherein the legal provision acquisition module is used for crawling corresponding legal provision data on a target network base station based on a network crawler module and feeding back the crawled legal provision data to the data sorting module in real time; the data arrangement module is used for realizing arrangement of legal provision data; and the characteristic extraction module is used for extracting the legal provision data and the characteristic data of the input consultation request. One of the accurate recommendation systems for legal provision in the above patent has the following disadvantages:
although the whole device can be used for accurately positioning and retrieving legal provisions, the action logs checked by the user every time are not effectively organized and managed, so that the user needs to input keywords again to perform accurate positioning when performing secondary retrieval and positioning, and the retrieval efficiency of the user on the same legal provisions is reduced.
Disclosure of Invention
The invention aims to solve the defects in the prior art and provides a legal provision accurate recommendation system.
In order to achieve the purpose, the invention adopts the following technical scheme:
an accurate legal provision recommendation system comprises a keyword entry module, a collector, a controller, an original provision database, an indexer, an index provision database, a searcher and a user interface, wherein the keyword entry module is used for inputting and problem-solving related legal provision keywords, the collector is a search engine used for capturing the related content of the entered legal provision keywords, the controller is used for scheduling and controlling the capturing interval of the collector, filtering links which are unrelated to the key topic according to a certain webpage analysis algorithm, reserving useful links and putting the useful links into a URL queue to be captured, the original provision database is an old legal provision database, the indexer is used for carrying out forward indexing and backward indexing on the captured content, the index provision database is a new-version provision database, and the searcher is used for transmitting the content to a user through the user interface, the user interface end is connected with a user behavior log database, a log analyzer is arranged in the user behavior log database, and the log analyzer is used for organizing and managing retrieval behaviors of users.
Preferably: the output end of the user interface is connected with a user terminal, and the log analyzer comprises log intelligent memory, log safety backup, log authority management and log printing download.
Further: the intelligent log memory method comprises the following steps:
a1: the search keywords are sorted, and the search keywords are compared by recording the screen-on times of different words, wherein the more the search keywords are used, the more the search keywords are used;
a2: the relation between the searched keywords and the searched words is related and recorded;
a3: and recording the keying habits of the user, recording corrected personalized data when the user has backspace correction input in the input process, and correcting the input according to the historical data when similar error input occurs again.
On the basis of the scheme: the log safe backup comprises the following steps:
b1: the business server receives daily log backup notification, and classifies and arranges according to the information of the user identification;
b2: the service server merges the log backup files with the same identification to obtain a merged similar backup file;
b3: and pushing the combined homogeneous identification backup file to a log server, and storing the homogeneous identification backup file in a log storage.
The better scheme in the scheme is as follows: the log authority management realizes that a certain user checks and downloads the application program data of the mobile terminal of the user through the authorization of the authority management system, and forms an authority database, and the user judges whether the user has operation authority for checking or downloading functions after passing the authority verification and being filtered by the authority database.
As a further scheme of the invention: the log printing download comprises the following steps:
c1: a user inquires daily retrieval logs through a log server and checks out logs needing to be printed and downloaded in a directory;
c2: dragging the selected log into a downloading directory, and downloading the log to a mobile terminal of a user by selecting a downloaded target directory;
c3: and simultaneously, performing printing work of single user authority on the selected log through a log printer.
Meanwhile, a comparison display system is arranged between the original clause database and the index clause database, and the retrieved old and new legal clauses are displayed in a split screen mode through the comparison display system.
As a preferable aspect of the present invention: an evaluation module and a clause interpretation module are arranged in the comparison display system.
Meanwhile, the clause interpretation module annotates and interprets the legal clauses of the search keywords.
As a more preferable scheme of the invention: and the evaluation module is used for scoring and evaluating the legal provisions of the search keywords.
The invention has the beneficial effects that:
1. according to the accurate legal provision recommendation system, the log analyzer is arranged, information in the user behavior log database can be classified, backed up and managed, the use safety of a user is guaranteed, the loss of user data is avoided, meanwhile, the efficiency of the user during retrieval is improved through intelligent log memory, and the experience of the user is also guaranteed.
2. This accurate recommendation system of legal provision through being provided with contrast display system, can effectively show and contrast the new and old rule of legal provision after retrieving, has improved user's understanding and memory to the legal provision, has also increased user's acceptance simultaneously.
3. This accurate recommendation system of legal provision through be provided with evaluation module and clause reading module in contrast display system, has deepened the user and to the cognition of legal provision, avoids it to misread the legal provision and make the act of offence, has guaranteed that the user understands law, knows law and learns the law.
4. According to the accurate legal provision recommendation system, the whole system can send the searched content to the user mobile terminal, so that the user can check the legal provision conveniently, and the efficiency of law popularization is improved.
5. The system for accurately recommending the legal provision strengthens the retrieval efficiency of the legal provision formed by the keywords through the arrangement of the search collector and the indexer.
Drawings
FIG. 1 is a schematic diagram of a legal provision precision recommendation system according to the present invention;
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments.
An accurate recommendation system for legal provision, as shown in fig. 1, comprises a keyword entry module, a collector, a controller, an original provision database, an indexer, an index provision database, a retriever and a user interface, wherein the keyword entry module is used for inputting and problem-sorting related legal provision keywords, the collector is a search engine for capturing related contents of the entered legal provision keywords, the controller is used for scheduling and controlling the capturing interval of the collector, filtering links which are unrelated to the key topic according to a certain webpage analysis algorithm, reserving useful links and putting the useful links into a URL queue to be captured, the original provision database is an old-version legal provision database, the indexer is used for performing forward indexing and reverse indexing on the captured contents, the index provision database is a new-version provision database, the retriever is used for transmitting the contents to a user through the user interface, the user interface end is connected with a user behavior log database, a log analyzer is arranged in the user behavior log database, and the log analyzer is used for organizing and managing retrieval behaviors of users.
The output end of the user interface is connected with a user terminal, and the log analyzer comprises log intelligent memory, log safety backup, log authority management and log printing download.
The intelligent log memory method comprises the following steps:
a1: the search keywords are sorted, and the search keywords are compared by recording the screen-on times of different words, wherein the more the search keywords are used, the more the search keywords are used;
a2: the relation between the searched keywords and the searched words is related and recorded;
a3: and recording the keying habits of the user, recording corrected personalized data when the user has backspace correction input in the input process, and correcting the input according to the historical data when similar error input occurs again.
The log safe backup comprises the following steps:
b1: the business server receives daily log backup notification, and classifies and arranges according to the information of the user identification;
b2: the service server merges the log backup files with the same identification to obtain a merged similar backup file;
b3: and pushing the combined homogeneous identification backup file to a log server, and storing the homogeneous identification backup file in a log storage.
The log authority management realizes that a certain user checks and downloads the application program data of the mobile terminal of the user through the authorization of the authority management system, and forms an authority database, and the user judges whether the user has operation authority for checking or downloading functions after passing the authority verification and being filtered by the authority database.
The log printing download comprises the following steps:
c1: a user inquires daily retrieval logs through a log server and checks out logs needing to be printed and downloaded in a directory;
c2: dragging the selected log into a downloading directory, and downloading the log to a mobile terminal of a user by selecting a downloaded target directory;
c3: and simultaneously, performing printing work of single user authority on the selected log through a log printer.
A comparison display system is arranged between the original article database and the index article database, the retrieved old and new legal articles are displayed in a split screen mode through the comparison display system, and an evaluation module and an article reading module are arranged inside the comparison display system.
The clause reading module notes and reads the legal clauses of the search keywords, and the evaluation module scores and evaluates the legal clauses of the search keywords.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.

Claims (10)

1. An accurate legal provision recommendation system is characterized by comprising a keyword entry module, a searcher, a controller, an original provision database, an indexer, an index provision database, a searcher and a user interface, wherein the keyword entry module is used for inputting and problem-solving related legal provision keywords, the searcher is a search engine used for grabbing the related content of the entered legal provision keywords, the controller is used for scheduling and controlling the grabbing interval of the searcher, filtering links which are unrelated to the key topic according to a certain webpage analysis algorithm, reserving useful links and putting the useful links into a URL queue to be grabbed, the original provision database is an old-version legal provision database, the indexer is used for carrying out forward indexing and reverse indexing on the grabbed content, the index provision database is a new-version provision database, the searcher is used for transmitting the content to a user through the user interface, the user interface end is connected with a user behavior log database, a log analyzer is arranged in the user behavior log database, and the log analyzer is used for organizing and managing retrieval behaviors of users.
2. The system for accurately recommending legal provision according to claim 1, wherein a user terminal is connected to an output end of the user interface, and the log analyzer comprises log intelligent memory, log security backup, log authority management and log printing download.
3. The system of claim 2, wherein the intelligent journal memory comprises the following steps:
a1: the search keywords are sorted, and the search keywords are compared by recording the screen-on times of different words, wherein the more the search keywords are used, the more the search keywords are used;
a2: the relation between the searched keywords and the searched words is related and recorded;
a3: and recording the keying habits of the user, recording corrected personalized data when the user has backspace correction input in the input process, and correcting the input according to the historical data when similar error input occurs again.
4. The system of claim 2, wherein the log secure backup comprises the steps of:
b1: the business server receives daily log backup notification, and classifies and arranges according to the information of the user identification;
b2: the service server merges the log backup files with the same identification to obtain a merged similar backup file;
b3: and pushing the combined homogeneous identification backup file to a log server, and storing the homogeneous identification backup file in a log storage.
5. The system of claim 2, wherein the log authority management is granted by the authority management system to realize that a user checks and downloads the application data of the mobile terminal of the user, and forms an authority database, and after the user passes the authority verification and is filtered by the authority database, the user is determined whether the user has an operation authority for checking or downloading functions.
6. The system of claim 2, wherein the journal print download comprises the steps of:
c1: a user inquires daily retrieval logs through a log server and checks out logs needing to be printed and downloaded in a directory;
c2: dragging the selected log into a downloading directory, and downloading the log to a mobile terminal of a user by selecting a downloaded target directory;
c3: and simultaneously, performing printing work of single user authority on the selected log through a log printer.
7. The system for accurately recommending legal provisions according to claim 1, wherein a comparison display system is arranged between the original provision database and the index provision database, and the retrieved old and new legal provisions are displayed in a split screen manner through the comparison display system.
8. The system for accurately recommending legal provisions according to claim 7, wherein an evaluation module and a provision interpretation module are arranged inside the comparison display system.
9. The system of claim 8, wherein the article interpretation module annotates and interprets the legal articles for the search keyword.
10. The system of claim 8, wherein the evaluation module evaluates the legal provisions for retrieving the keyword by scoring.
CN202110494106.1A 2021-05-07 2021-05-07 Accurate recommendation system for legal provision Pending CN113094590A (en)

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CN202110494106.1A CN113094590A (en) 2021-05-07 2021-05-07 Accurate recommendation system for legal provision

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Application Number Priority Date Filing Date Title
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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103810157A (en) * 2014-02-28 2014-05-21 百度在线网络技术(北京)有限公司 Method and device for achieving input method
CN105095443A (en) * 2015-07-23 2015-11-25 中山大学深圳研究院 Information value-addition method and device based on super sketchpad
CN109300063A (en) * 2018-11-06 2019-02-01 上海意仕腾教育科技有限公司 Law artificial intelligence interactive platform based on text analyzing and semantic crawl technology
CN110793157A (en) * 2019-11-07 2020-02-14 北京华智互联新能源科技有限公司 Cabinet air conditioner and energy-saving control system thereof
CN110851584A (en) * 2019-11-13 2020-02-28 成都华律网络服务有限公司 Accurate recommendation system and method for legal provision
CN112163152A (en) * 2020-09-29 2021-01-01 信阳农林学院 Accurate recommendation system for legal provision

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103810157A (en) * 2014-02-28 2014-05-21 百度在线网络技术(北京)有限公司 Method and device for achieving input method
CN105095443A (en) * 2015-07-23 2015-11-25 中山大学深圳研究院 Information value-addition method and device based on super sketchpad
CN109300063A (en) * 2018-11-06 2019-02-01 上海意仕腾教育科技有限公司 Law artificial intelligence interactive platform based on text analyzing and semantic crawl technology
CN110793157A (en) * 2019-11-07 2020-02-14 北京华智互联新能源科技有限公司 Cabinet air conditioner and energy-saving control system thereof
CN110851584A (en) * 2019-11-13 2020-02-28 成都华律网络服务有限公司 Accurate recommendation system and method for legal provision
CN112163152A (en) * 2020-09-29 2021-01-01 信阳农林学院 Accurate recommendation system for legal provision

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