CN110334205A - A kind of law data intelligence method for pushing and system - Google Patents

A kind of law data intelligence method for pushing and system Download PDF

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CN110334205A
CN110334205A CN201910621504.8A CN201910621504A CN110334205A CN 110334205 A CN110334205 A CN 110334205A CN 201910621504 A CN201910621504 A CN 201910621504A CN 110334205 A CN110334205 A CN 110334205A
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law
legal
provision
law data
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麦天骥
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BEIJING LEDICT TECHNOLOGY CO LTD
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BEIJING LEDICT TECHNOLOGY CO LTD
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Abstract

The present embodiments relate to a kind of law data intelligence method for pushing and systems, wherein the described method includes: predefining the target zone of law data intelligence push;Wherein, the type of the law data includes laws and regulations and each provincial high people's courts, each intermediate people's court's judicial document in each province;It is established and the associated law Data Elements structure of articles in a statute in the target zone;Wherein, including the sub- grade node under parent node and the parent node in the law Data Elements structure;The case information of user's input is received, and according to the law Data Elements structure, Xiang Suoshu user shows the law data to match with the case information.Technical solution provided by the present application enables to the law data of push more accurate.

Description

A kind of law data intelligence method for pushing and system
Technical field
This application involves technical field of data processing, in particular to a kind of law data intelligence method for pushing and system.
Background technique
Currently, legal case resource query push mainly use be full-text search technical approach (full- Textsearch), full-text search refers to word for word inquires typed term from each data, it is therefore an objective to check desired word Whether occur in the text.
Full-text search is technically characterized by comprising the steps as follows: (1) original objectivity, and the information of full-text search is all the original without Information procession Beginning text has objectivity.(2) completeness can retrieve word any in text, word, sentence, can also indicate answering between retrieval Miscellaneous positional relationship.(3) accuracy has very high accuracy according to the mode of full-text search.With the hair of natural language processing Exhibition, full-text search at present has incorporated index technology, participle technique, part of speech weight etc., to make full-text search faster more acurrate.
Traditional law data-pushing is mainly based on laws and regulations content.The standard of data-pushing is with case type, case By for fundamental, in conjunction with the mode of the manual importation keyword of user.Such as: current one case of bench trial is by " to steal The criminal case of crime ", by case type, case by pushing laws and regulations associated with currently hearing a case, traditional approach Push result are as follows: according to " criminal case ", " larceny " two fundamentals, push and wrap in regulation title or articles in a statute content Laws and regulations containing " larceny ".User is on the basis of the above propelling data, then into one by way of inputting keyword Step reduces data-pushing range.
However, the method for pushing of existing this law data, it will usually have the following deficiencies:
1, the standard of propelling data is case type and case by two fundamentals, but is not carried out to case type detailed Divide, such as: be also divided under criminal case criminal action of first instance, criminal second instance case, criminal justice supervision case, application confiscate it is separated Case obtained by method, Compulsive treatment case, stops putting case, punishment to death and executes change case criminal review case, therefore The laws and regulations range of push is larger, and quantity is more, the most of ultimate facts or central issue currently heard a case with judge Similarity is lower, and reference value is small.
2, the range that push law data are reduced by way of being manually entered keyword, since key words text retrieval is Full-text search causes the range of the keyword query of input wider, can not be accurately positioned.As user thinks query result are as follows: law It include the relevant law of " number is larger " in articles in a statute content, but due to the mode of full-text search, as long as including " number in full text Volume is larger ", it will act as result push, thus greatly reduce the accuracy of propelling data.
3, push law data are not classified and is sorted, judge cannot be allowed quickly to search in use and be suitble to work as Before hear and decide a case be applicable in laws and regulations.
Summary of the invention
The application's is designed to provide a kind of law data intelligence method for pushing and system, enables to the law of push Data are more accurate.
To achieve the above object, the application provides a kind of law data intelligence method for pushing, which comprises in advance really Determine the target zone of law data intelligence push;Wherein, the type of the law data includes that laws and regulations and each province are advanced People's court, each intermediate people's court's judicial document in each province;It is established and the associated law of articles in a statute in the target zone Data Elements structure;Wherein, including the son under parent node and the parent node in the law Data Elements structure Grade node;The case information of user's input is received, and according to the law Data Elements structure, Xiang Suoshu user shows and institute State the law data that case information matches.
Further, the target zone includes law and legal explanation, administrative regulation, judicial explanation, each province's region During regulation, each province's Local government act, normalizative document of law, each provincial high people's courts's administration of justice directive document, each province are each At least one of grade people's court administration of justice directive document.
Further, before showing the law data to match with the case information to the user, the method Further include:
According to different case types, the element node to match is configured for each case type;
Wherein, for criminal case, plot by type, criminal offence relevant situation, legal plot and is decided according to case Determine the element node of the criminal case;
For civil case, according to case essential information, party's essential information, appeals element, true element and strive View focus determines the element node of the civil case.
Further, when showing the law data to match with the case information to the user, the method is also Include:
The law data of push are classified according to the difference of Effect Grades and legal provisions content, and will be after classification Law data be ranked up according to specified rule;
Wherein, according to Effect Grades, the law data of push are divided into law, administrative regulation, judicial explanation, region Regulation, Local government act, normalizative document of law and local judicial document;
According to the difference of legal provisions content, the law data of push are divided into the applicable law and the law of procedure.
Further, sorted law data are ranked up according to specified rule and include:
By different legal documents according to the size of provision highest number of references in respective provision, arranged from high to low;
If the provision highest number of references of two provisions is identical in different legal documents, according to the law of provision ownership The sequence of the announcement time of file from morning to night is ranked up.
Further, Xiang Suoshu user shows that the law data to match with the case information include:
If law data to be presented are legal document, the type of the legal document is judged;
When the legal document is method type of law or judicial explanation type, if the reference provision in the legal document Number is less than or equal to first threshold, shows the full content of the legal document;If the reference provision in the legal document Number is greater than the first threshold and is less than second threshold, does not show the content of the legal document, and is the legal document Addition selection key is sequentially shown each in the legal document when the selection key is triggered in drop-down menu Quote provision;
When type other than the legal document is method type of law and judicial explanation type, the legal document is shown Full content.
Further, Xiang Suoshu user shows that the law data to match with the case information include:
If law data to be presented are legal provision, the type of the legal provision is judged;
When the legal provision is method type of law or judicial explanation type, if the item quoted in current legal document Literary number is less than or equal to first threshold, shows whole reference provisions in the legal document;If the provision number of reference is greater than The first threshold judges numerical intervals locating for provision highest number of references, and according to judging result, shows a part therein Provision is quoted, remaining reference condition not shown is triggered by selection key;
When type other than the legal document is method type of law and judicial explanation type, the legal document is shown All reference provisions.
Further, the provision of displaying is ranked up according to provision reference number, when provision reference number is identical, according to Code is ranked up.
To achieve the above object, the application also provides a kind of law data intelligence supplying system, the system comprises: range Determination unit, for predefining the target zone of law data intelligence push;Wherein, the type of the law data includes method Laws & Regulations and each provincial high people's courts, each intermediate people's court's judicial document in each province;Element structure establishes unit, is used for It is established and the associated law Data Elements structure of articles in a statute in the target zone;Wherein, the law Data Elements Change in structure including the sub- grade node under parent node and the parent node;Law data display unit, for receiving user The case information of input, and according to the law Data Elements structure, Xiang Suoshu user shows and the case information phase The law data matched.
Further, the system also includes:
Classification and ordination unit, law data for that will push according to Effect Grades and legal provisions content it is different into Row classification, and sorted law data are ranked up according to specified rule;
Wherein, according to Effect Grades, the law data of push are divided into law, administrative regulation, judicial explanation, region Regulation, Local government act, normalizative document of law and local judicial document;
According to the difference of legal provisions content, the law data of push are divided into the applicable law and the law of procedure.
Therefore technical solution provided by the present application, it can be established and regulation item according to predetermined push range The associated law Data Elements structure of text.The law Data Elements structure can be carried out with judicial practice according to law Production, and can constantly optimize with it is perfect.According to the law Data Elements structure of foundation, can be carried out as unit of item Intellectualized retrieval.Such as user thinks the result of inquiry are as follows: it include the relevant law of " number is larger " in laws and regulations provision content, So system can be pushed as unit of item includes the provision of " number is larger " and can also check full text by specific provision.This Outside, law data-pushing result can be with intelligent classification and sequence, so that judge be made quickly to check and currently hear a case relatively The reference laws and regulations answered.
Detailed description of the invention
The step of Fig. 1 is law data intelligence method for pushing in the embodiment of the present application is schemed;
Fig. 2 is the solution framework schematic diagram in the embodiment of the present application;
Fig. 3 is the functional block diagram of law data intelligence supplying system in the embodiment of the present application.
Specific embodiment
In order to make those skilled in the art better understand the technical solutions in the application, below in conjunction with the application reality The attached drawing in mode is applied, the technical solution in the application embodiment is clearly and completely described, it is clear that described Embodiment is only a part of embodiment of the application, rather than whole embodiments.Based on the embodiment party in the application Formula, all other embodiment obtained by those of ordinary skill in the art without making creative efforts, is all answered When the range for belonging to the application protection.
Currently, law element is divided into two kinds of understandings, the first is conventional regulation element, that is, refers to the Fundamentals for constituting law Or element.It is generally believed that law is made of three kinds of rule, principle and concept elements.Second of law for the trial of element formula is wanted Element to summarizing fixed merit in some cases, and refines it, the law of formation during hearing a case Element.
Currently, the arrangement of law element mainly according to case type, case by, relevant legal provisions and judicial case, Academic theory etc. carries out aggregation process.In terms of the structure type of law element, department law classification and case are broadly divided by classification two Major class.
Department law mode classification mainly carries out first-level class according to the department law that current legal system determines, as constitution, Administrative law, civil law, commercial law, economic law, labour law and social security act, natural resources and environment Protection Code, criminal law, lawsuit with it is non- Law of procedure, military law etc. carry out secondary classification further according to the scientific principle structure of the department law on the basis of classification.
Case is by mode classification, and the main standard case promulgated according to most Supreme Court is by carry out first-level class, such as criminal case --- Crime against property --- larceny, in conjunction with scientific principle and judicial practice, to different cases by carrying out secondary classification again.
On this basis, the application provides a kind of law data intelligence method for pushing, referring to Fig. 1, the method can be with Include the following steps.
S1: the target zone of law data intelligence push is predefined;Wherein, the type of the law data includes law Regulation and each provincial high people's courts, each intermediate people's court's judicial document in each province.
S2: it is established and the associated law Data Elements structure of articles in a statute in the target zone;Wherein, the method It restrains in Data Elements structure including the sub- grade node under parent node and the parent node.
S3: receiving the case information of user's input, and according to the law Data Elements structure, Xiang Suoshu user is shown The law data to match with the case information.
Specifically, it is that law article is supported to push away that the element structure of the including of law data, the range of work and law data, which is built, The basic condition sent, the target zone generally include law and legal explanation, administrative regulation, judicial explanation, each province's region During regulation, each province's Local government act, normalizative document of law, each provincial high people's courts's administration of justice directive document, each province are each At least one of grade people's court administration of justice directive document.Wherein, law and legal explanation, administrative regulation, judicial explanation, each It saves local laws and regulations, each province's Local government act, normalizative document of law and belongs to laws and regulations type, each provincial high people's courts Judicial directive document, each intermediate people's court's administration of justice directive document in each province belong to judicial document type.
In present implementation, it can be made finely according to law subjects theory and judicial practice according to legal department The thematic structure of change.Such as criminal law department law includes criminal law general introduction, crime, illegal the resistance but origin of an incident, the stopping form of calculated crime. It should be noted that department law is a science of law concept, in the structure of the law of reality and corresponding regulation is not present Or code, it is the fundamental for constituting legal system.
Law Data Elements structure can be refined step by step by parent node and sub- grade node.For example, for father For grade node " criminal law ", under may include multiple sub- grade nodes such as " criminal law general introduction ", " crime ", and in the sub- grade of " crime " It under node, and may include the sub- grade node such as " constitutive elements of crime ", " object of crime ", " objective aspect of crime ", " subject of crime ".
After putting up law Data Elements structure, the mode based on auto-associating, supplemented by manual addition can be taken, into Row law element is associated with specific articles in a statute.
Such as by taking this element of age for criminal responsibility as an example, " People's Republic of China (PRC) prevents minor crime's method " the 4th 15 are one of regulations of system relationship.
The quality of law data intelligence push and the regulation of push have close relationship.Such as, one people of current bench trial The defendant of thing action of first instance, the case summons to court through subpoena, what no reasonable ground was refused to appear in court, at this point, system just needs to push the people The legal provisions that thing defendant refuses to appear in court, the relevant laws and regulations that do not present in court without plaintiff should be pushed.
Currently, regulation push has different configurations according to the difference of application scenarios, parameter is according to case type difference at present Different from, criminal case mainly include case case by type, criminal offence relevant situation, legal plot, decide plot, Middle criminal offence relevant situation, by being formed, legal plot and decides plot and has shared element node according to different cases, simultaneously It also can be according to not accomplice by forming personalized element node.
Civil case mainly include the case essential information of case, party's essential information, appeal element, true element, Central issue element etc., case according to " Supreme People's Court is determined about modification < civil case case by regulation > " by determining, case Part fact element according to not accomplice by legal relation agreement content form.
In this way, according to different case types the element node to match can be configured for each case type;Wherein, For criminal case, by type, criminal offence relevant situation, legal plot and decides plot according to case and determine the criminal case The element node of part;For civil case, according to case essential information, party's essential information, appeal element, true element with And central issue determines the element node of the civil case.
It, can be with the intelligent classification of advanced row data when carrying out the intelligently pushing of law data.Specifically, the law of push Data can carry out classifying and being ranked up with certain rule according to the difference of Effect Grades, legal provisions content.Push law Data are divided into law, administrative regulation, judicial explanation, local laws and regulations, Local government act, normative law according to Effect Grades File and local judicial document;It pushes law data and the applicable law and the law of procedure is divided into according to the difference of legal provisions content.
After the law data of push are classified according to the difference of Effect Grades and legal provisions content, it can also incite somebody to action Sorted law data are ranked up according to specified rule.
Specifically, can by different legal documents according to the size of provision highest number of references in respective provision, from height to It is low to be arranged;If the provision highest number of references of two provisions is identical in different legal documents, according to the method for provision ownership The sequence of the announcement time of file from morning to night is restrained to be ranked up.
Wherein, " provision highest number of references " refers to the reference number of the specific a certain item in entire legal document, not entirely All references provision summation in legal document.
In one embodiment, Xiang Suoshu user shows that the law data to match with the case information include:
If law data to be presented are legal document, the type of the legal document is judged;
When the legal document is method type of law or judicial explanation type, if the reference provision in the legal document Number is less than or equal to first threshold, shows the full content of the legal document;If the reference provision in the legal document Number is greater than the first threshold and is less than second threshold, does not show the content of the legal document, and is the legal document Addition selection key is sequentially shown each in the legal document when the selection key is triggered in drop-down menu Quote provision;
When type other than the legal document is method type of law and judicial explanation type, the legal document is shown Full content.
Specifically, for law class: in some legal document, if (reference provision number≤3), show portion (part) method Restrain file.
(if reference provision number > 3) and (provision highest number of references < 50), which is not shown.In tail portion It is unfolded under " more " button, and follows above-mentioned rule compositor.
For administrative regulation class: all displays, and follow above-mentioned rule compositor.
For judicial explanation class: in some judicial explanation, if (reference provision number≤3), show portion's (part) administration of justice Instrument of interpretation;
(if reference provision number > 3) and (provision highest number of references < 50), which is not shown." more " in tail portion It is unfolded under button, and follows above-mentioned rule compositor.
For other classes (containing local laws and regulations, Local government act, normalizative document of law): all displays, and follow Above-mentioned rule compositor.
In another embodiment, Xiang Suoshu user shows that the law data to match with the case information include:
If law data to be presented are legal provision, the type of the legal provision is judged;
When the legal provision is method type of law or judicial explanation type, if the item quoted in current legal document Literary number is less than or equal to first threshold, shows whole reference provisions in the legal document;If the provision number of reference is greater than The first threshold judges numerical intervals locating for provision highest number of references, and according to judging result, shows a part therein Provision is quoted, remaining reference condition not shown is triggered by selection key;
When type other than the legal document is method type of law and judicial explanation type, the legal document is shown All reference provisions.
Specifically, for law class:
(1) in some legal document, if provision number≤3 of reference, the reference provision of the law are all shown;
(2) in some legal document, if the provision number > 3 of reference, and:
(1. provision highest number of references >=1000),
Then show all provisions of number of references >=100, the reference provision that remaining does not show is in the lower right corner of the regulation file " more provisions ... " in display;
(2. 100≤provision highest number of references < 1000),
Show the provision of number of references >=50, remaining provision not shown is in the " more a plurality of of the lower right corner of the regulation file Display in text ... ";
(3. 50≤provision highest number of references < 100),
Show the provision of number of references >=10, remaining provision not shown is in the " more a plurality of of the lower right corner of the regulation file Display in text ... ".
For judicial explanation class:
(1) in some judicial explanation, if provision number≤3 of reference, the reference provision of the law are all shown;
(2) in some judicial explanation, if the provision number > 3 of reference, and:
(1. provision highest number of references >=1000),
Then show all provisions of number of references >=100, remaining provision not shown the lower right corner of the regulation file " more Display in a plurality of text ... ".
(2. 100≤provision highest number of references < 1000),
Then show the provision of number of references >=50, remaining provision not shown is in the " more a plurality of of the lower right corner of the regulation file Display in text ... ".
(3. 10≤provision highest number of references < 100),
Then show the provision of number of references >=10, remaining provision not shown is in the " more a plurality of of the lower right corner of the regulation file Display in text ... ".
For other classes (containing administrative regulation, local laws and regulations, Local government act, normalizative document of law):
Normal display.
In one embodiment, the provision of displaying is ranked up according to provision reference number, when provision quotes number phase Meanwhile it being ranked up according to a code.
Therefore referring to Fig. 2, technical solution provided by the present application, can store crime row in master database For relevant situation, legal plot, the relation data for deciding plot and relevant laws and regulations, then according to the situation of real case with Plot, intelligent Matching push law data.
The application also provides a kind of law data intelligence supplying system, referring to Fig. 3, the system comprises:
Range determination unit, for predefining the target zone of law data intelligence push;Wherein, the law data Type include laws and regulations and each provincial high people's courts, each intermediate people's court's judicial document in each province;
Element structure establishes unit, wants for establishing in the target zone with the associated law data of articles in a statute Elementization structure;Wherein, including the sub- grade node under parent node and the parent node in the law Data Elements structure;
Law data display unit, for receiving the case information of user's input, and according to the law Data Elements Structure, Xiang Suoshu user show the law data to match with the case information.
In one embodiment, the system also includes:
Classification and ordination unit, law data for that will push according to Effect Grades and legal provisions content it is different into Row classification, and sorted law data are ranked up according to specified rule;
Wherein, according to Effect Grades, the law data of push are divided into law, administrative regulation, judicial explanation, region Regulation, Local government act, normalizative document of law and local judicial document;
According to the difference of legal provisions content, the law data of push are divided into the applicable law and the law of procedure.
Therefore technical solution provided by the present application, it can be established and regulation item according to predetermined push range The associated law Data Elements structure of text.The law Data Elements structure can be carried out with judicial practice according to law Production, and can constantly optimize with it is perfect.According to the law Data Elements structure of foundation, can be carried out as unit of item Intellectualized retrieval.Such as user thinks the result of inquiry are as follows: it include the relevant law of " number is larger " in laws and regulations provision content, So system can be pushed as unit of item includes the provision of " number is larger " and can also check full text by specific provision.This Outside, law data-pushing result can be with intelligent classification and sequence, so that judge be made quickly to check and currently hear a case relatively The reference laws and regulations answered.
Those skilled in the art are supplied to the purpose described to the description of the various embodiments of the application above.It is not It is intended to exhaustion or be not intended to and limit the invention to single disclosed embodiment.As described above, the application's is various Substitution and variation will be apparent for above-mentioned technology one of ordinary skill in the art.Therefore, although specifically begging for Some alternative embodiments are discussed, but other embodiment will be apparent or those skilled in the art are opposite It is easy to obtain.The application is intended to include all substitutions of the invention discussed herein, modification and variation, and falls in Other embodiment in the spirit and scope of above-mentioned application.

Claims (10)

1. a kind of law data intelligence method for pushing, which is characterized in that the described method includes:
Predefine the target zone of law data intelligence push;Wherein, the type of the law data include laws and regulations with And each provincial high people's courts, each intermediate people's court's judicial document in each province;
It is established and the associated law Data Elements structure of articles in a statute in the target zone;Wherein, the law data It include the sub- grade node under parent node and the parent node in element structure;
Receive the case information of user's input, and according to the law Data Elements structure, Xiang Suoshu user show with it is described The law data that case information matches.
2. the method according to claim 1, wherein the target zone includes law and legal explanation, administration Regulation, judicial explanation, each province's local laws and regulations, each province's Local government act, normalizative document of law, each provincial high people's courts At least one of judicial directive document, each intermediate people's court's administration of justice directive document in each province.
3. the method according to claim 1, wherein matching being shown to the user with the case information Law data before, the method also includes:
According to different case types, the element node to match is configured for each case type;
Wherein, it for criminal case, by type, criminal offence relevant situation, legal plot and decides plot according to case and determines The element node of the criminal case;
For civil case, according to case essential information, party's essential information, appeal element, true element and dispute burnt Point determines the element node of the civil case.
4. the method according to claim 1, wherein matching being shown to the user with the case information Law data when, the method also includes:
The law data of push are classified according to the difference of Effect Grades and legal provisions content, and by sorted method Rule data are ranked up according to specified rule;
Wherein, according to Effect Grades, the law data of push are divided into law, administrative regulation, judicial explanation, region method Rule, Local government act, normalizative document of law and local judicial document;
According to the difference of legal provisions content, the law data of push are divided into the applicable law and the law of procedure.
5. according to the method described in claim 4, it is characterized in that, sorted law data are arranged according to specified rule Sequence includes:
By different legal documents according to the size of provision highest number of references in respective provision, arranged from high to low;
If the provision highest number of references of two provisions is identical in different legal documents, according to the legal document of provision ownership Announcement time sequence from morning to night be ranked up.
6. matching the method according to claim 1, wherein being shown to the user with the case information Law data include:
If law data to be presented are legal document, the type of the legal document is judged;
When the legal document is method type of law or judicial explanation type, if the reference provision number in the legal document is small In or equal to first threshold, the full content of the legal document is shown;If the reference provision number in the legal document is big In the first threshold and it is less than second threshold, does not show the content of the legal document, and add for the legal document Selection key sequentially shows each reference in the legal document when the selection key is triggered in drop-down menu Provision;
When type other than the legal document is method type of law and judicial explanation type, the whole of the legal document is shown Content.
7. matching the method according to claim 1, wherein being shown to the user with the case information Law data include:
If law data to be presented are legal provision, the type of the legal provision is judged;
When the legal provision is method type of law or judicial explanation type, if the provision number quoted in current legal document Less than or equal to first threshold, whole reference provisions in the legal document are shown;If the provision number of reference is greater than described First threshold judges numerical intervals locating for provision highest number of references, and according to judging result, shows a part reference therein Provision, remaining reference condition not shown are triggered by selection key;
When type other than the legal document is method type of law and judicial explanation type, the whole of the legal document is shown Quote provision.
8. it is ranked up the method according to the description of claim 7 is characterized in that the provision shown quotes number according to provision, When provision reference number is identical, it is ranked up according to a code.
9. a kind of law data intelligence supplying system, which is characterized in that the system comprises:
Range determination unit, for predefining the target zone of law data intelligence push;Wherein, the class of the law data Type includes laws and regulations and each provincial high people's courts, each intermediate people's court's judicial document in each province;
Element structure establishes unit, for establishing and the associated law Data Elements of articles in a statute in the target zone Structure;Wherein, including the sub- grade node under parent node and the parent node in the law Data Elements structure;
Law data display unit, for receiving the case information of user's input, and according to the law Data Elements structure, The law data to match with the case information are shown to the user.
10. system according to claim 9, which is characterized in that the system also includes:
Classification and ordination unit, for being divided the law data of push according to the difference of Effect Grades and legal provisions content Class, and sorted law data are ranked up according to specified rule;
Wherein, according to Effect Grades, the law data of push are divided into law, administrative regulation, judicial explanation, region method Rule, Local government act, normalizative document of law and local judicial document;
According to the difference of legal provisions content, the law data of push are divided into the applicable law and the law of procedure.
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CN113806590A (en) * 2021-09-27 2021-12-17 北京市律典通科技有限公司 Intelligent criminal case data pushing method and system

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