CN110175605A - Electronics trial data processing method and device based on element formula - Google Patents

Electronics trial data processing method and device based on element formula Download PDF

Info

Publication number
CN110175605A
CN110175605A CN201910447196.1A CN201910447196A CN110175605A CN 110175605 A CN110175605 A CN 110175605A CN 201910447196 A CN201910447196 A CN 201910447196A CN 110175605 A CN110175605 A CN 110175605A
Authority
CN
China
Prior art keywords
trial
case
target electronic
data
judge
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201910447196.1A
Other languages
Chinese (zh)
Inventor
麦天骥
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
BEIJING LEDICT TECHNOLOGY CO LTD
Original Assignee
BEIJING LEDICT TECHNOLOGY CO LTD
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by BEIJING LEDICT TECHNOLOGY CO LTD filed Critical BEIJING LEDICT TECHNOLOGY CO LTD
Priority to CN201910447196.1A priority Critical patent/CN110175605A/en
Publication of CN110175605A publication Critical patent/CN110175605A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33Querying
    • G06F16/335Filtering based on additional data, e.g. user or group profiles
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35Clustering; Classification
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/18Legal services
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/22Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Tourism & Hospitality (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Technology Law (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Multimedia (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The embodiment of the invention discloses a kind of electronics trial data processing method and device based on element formula, which comprises scanning target electronic tries data;Judge that engine extracts the case element in the target electronic trial data using elements recognition;The trial flow stages in conjunction with belonging to target electronic trial data, generate corresponding processing result according to the case element.Electronics trial data processing method and device disclosed by the embodiments of the present invention based on element formula, by trying analysis, extraction and the derivation that data carry out case element to electronics, case element is run through and is applied in trial whole process vocational work, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking before front yard, in front yard, behind front yard, to reduce workload, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.

Description

Electronics trial data processing method and device based on element formula
Technical field
The present embodiments relate to field of computer technology, and in particular to it is a kind of based on element formula electronics trial data at Manage method and device.
Background technique
With being increasing for caseload, how to be improved by computer technology and try efficiency, reduces cost of litigation, section About judicial resources are the technical problems of this field.
It in the prior art, is all by manually arranging and analyzing, in doing for law court to the arrangement of electronics folder material The information of putting on record filled in manually on case platform, simply backfills document.
Method in the prior art can not form the application of the full-range element formula from putting on record to winding up the case, cannot be automatic Semantic analysis and intelligent decision are carried out according to the folder material that party submits, forms more deep element structure, and then cannot Accomplish to backfill put on record information and information of winding up the case automatically.Case element table cannot be automatically generated for party, and then nothing cannot be generated The court's trials elements such as dispute element, disputable element, missing element, and then it is unable to automatic push central issue, court's trial outline.It cannot Notes content, document content are automatically generated according to the details of folder material analysis.On the whole, existing electronics tries number According to processing, efficiency, quality are low, but higher cost.
Summary of the invention
For this purpose, the embodiment of the present invention provides a kind of electronics trial data processing method and device based on element formula, with solution Certainly in the prior art due to the treatment effeciency of electronics trial data, quality caused by manually handling electronics folder material Lowly, but the technical issues of higher cost.
To achieve the goals above, the embodiment of the present invention provides the following technical solutions:
A kind of electronics trial data processing method based on element formula, packet are provided according to a first aspect of the embodiments of the present invention It includes:
It scans target electronic and tries data, the target electronic trial data include at least indictment, billof defence, evidence material One of material and courtroom record;
Judge that engine extracts the case element in the target electronic trial data, the case element using elements recognition It is wanted including at least party's element, claims element, case facts element, essence of evidence, factors of legal relation, central issue One of element, crime situation element, circumstances of crime element and laws and regulations element;
The trial flow stages in conjunction with belonging to target electronic trial data, generate corresponding according to the case element Processing result.
Further, described to judge that engine extracts the case in the target electronic trial data and wants using elements recognition Element specifically includes:
The target electronic is tried by semantic analysis, legal relation judgement, legal logic judgement and/or numerical operation Analysis, extraction and the derivation of data progress case element.
Further, trial flow stages belonging to the trial of target electronic described in combination data, according to the case Element generates corresponding processing result, specifically includes:
When the target electronic trial data belonging to trial flow stages be put on record the stage when, according to the case element Folder after generating automatic name returns the folder after mesh and automatic backfill to put on record element automatically.
Further, trial flow stages belonging to the trial of target electronic described in combination data, according to the case Element generates corresponding processing result, specifically includes:
When the target electronic trial data belonging to trial flow stages be the court's trial preparation stage when, according to the case Element generates case element table, confirms for both parties and is formed to judge and is wanted without dispute element, disputable element and missing Element.
Further, trial flow stages belonging to the trial of target electronic described in combination data, according to the case Element generates corresponding processing result, specifically includes:
When the target electronic trial data belonging to trial flow stages be the court's trial stage when, according to the case element Generate notes outline, court's trial outline, central issue or judge's result.
Further, trial flow stages belonging to the trial of target electronic described in combination data, according to the case Element generates corresponding processing result, specifically includes:
When the target electronic trial data belonging to trial flow stages be judge's stage when, according to the case element Generate procedural document, judgement document, trial report or Risk-warning.
Further, trial flow stages belonging to the trial of target electronic described in combination data, according to the case Element generates corresponding processing result, specifically includes:
When the target electronic trial data belonging to trial flow stages be wind up the case the stage when, according to the case element Folder after generating filing, it is automatic to backfill element of winding up the case, and automatically generate statistics and want prime implicant.
A kind of electronics trial data processing equipment based on element formula, packet are provided according to a second aspect of the embodiments of the present invention It includes:
Profiling module is scanned, for scanning target electronic trial data, the target electronic trial data are included at least Tell one of book, billof defence, evidence material and courtroom record;
Intelligent analysis module, for judging that engine extracts the case in the target electronic trial data using elements recognition Element, the case element include at least party's element, claims element, case facts element, essence of evidence, law and close It is one of element, central issue element, crime situation element, circumstances of crime element and laws and regulations element;
Application module is generated, for the trial flow stages in conjunction with belonging to target electronic trial data, according to described Case element generates corresponding processing result.
In another aspect, the embodiment of the present invention provides a kind of electronic equipment, comprising: memory, processor, and it is stored in institute The computer program that can be run on memory and on the processor is stated, when the processor executes the computer program, The step of realizing the above method.
Another aspect, the embodiment of the present invention provide a kind of non-transient computer readable storage medium, are stored thereon with calculating Machine program, when the computer program is executed by processor, realize the above method the step of.
The embodiment of the present invention has the advantages that
Electronics trial data processing method and device disclosed by the embodiments of the present invention based on element formula, by examining electronics Sentence analysis, extraction and derivation that data carry out case element, case element run through and is applied in trial whole process vocational work, Judge can not only be guided more fully, accurately, intuitively to know that case central issue and judge are thought before front yard, in front yard, behind front yard Road improves efficiency to reduce workload, is also clerk, party and hearing people provide intelligent Service.
Detailed description of the invention
It, below will be to embodiment party in order to illustrate more clearly of embodiments of the present invention or technical solution in the prior art Formula or attached drawing needed to be used in the description of the prior art are briefly described.It should be evident that the accompanying drawings in the following description is only It is merely exemplary, it for those of ordinary skill in the art, without creative efforts, can also basis The attached drawing of offer, which is extended, obtains other implementation attached drawings.
Structure depicted in this specification, ratio, size etc., only to cooperate the revealed content of specification, for Those skilled in the art understands and reads, and is not intended to limit the invention enforceable qualifications, therefore does not have technical Essential meaning, the modification of any structure, the change of proportionate relationship or the adjustment of size are not influencing the function of the invention that can be generated Under effect and the purpose that can reach, should all still it fall in the range of disclosed technology contents obtain and can cover.
Fig. 1 is that a kind of electronics based on element formula provided in an embodiment of the present invention tries data processing method schematic diagram;
Fig. 2 is that the electronics provided in an embodiment of the present invention based on element formula tries data processing equipment schematic diagram;
Fig. 3 is the structural schematic diagram of electronic equipment provided in an embodiment of the present invention.
Specific embodiment
Embodiments of the present invention are illustrated by particular specific embodiment below, those skilled in the art can be by this explanation Content disclosed by book is understood other advantages and efficacy of the present invention easily, it is clear that described embodiment is the present invention one Section Example, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art are not doing Every other embodiment obtained under the premise of creative work out, shall fall within the protection scope of the present invention.
Fig. 1 is that a kind of electronics based on element formula provided in an embodiment of the present invention tries data processing method schematic diagram, such as Shown in Fig. 1, the embodiment of the present invention provide it is a kind of based on element formula electronics trial data processing method, executing subject be based on The electronics of element formula tries data processing equipment, this method comprises:
Step S101, scanning target electronic tries data, and the target electronic trial data include at least indictment, reply One of shape, evidence material and courtroom record;
Step S102, judge that engine extracts the case element in the target electronic trial data, institute using elements recognition State case element including at least party's element, claims element, case facts element, essence of evidence, factors of legal relation, One of central issue element, crime situation element, circumstances of crime element and laws and regulations element;
Step S103, the trial flow stages in conjunction with belonging to target electronic trial data, according to the case element Generate corresponding processing result.
Specifically, the present embodiments relate to based on element formula electronics trial data processing equipment include scanning return Shelves module, intelligent analysis module and generation application module.
Firstly, scanning target electronic by scanning profiling module tries data, the target electronic trial data are at least wrapped Include one of indictment, billof defence, evidence material and courtroom record.
The embodiment of the present invention is using advanced OCR text recognition technique and proprietary law semantic analysis technology to party The paper material of submission is scanned analysis.
Then, judge that engine extracts the target electronic and tries in data using elements recognition by intelligent analysis module Case element, the case element include at least party's element, claims element, case facts element, essence of evidence, method Restrain one of relational factors, central issue element, crime situation element, circumstances of crime element and laws and regulations element.
Finally, trial flow stages belonging to data are tried in conjunction with the target electronic by generating application module, according to The case element generates corresponding processing result.
The embodiment of the present invention provides a kind of electronics trial data processing method based on element formula, refers to the base around case Essentiality carries out put on record backfill, the court's trial of element formula and a kind of trial method for making judgement document.It is specifically exactly in case During trial, to some cases that can summarize fixed merit element, element refinement is carried out, and just to both parties Various elements are concluded with the presence or absence of dispute in case, simplify the consentient element of both sides, and high spot reviews both parties deposit Judgement document is formulated in the element of objection, and around specific factor.
The core that the embodiment of the present invention provides a kind of electronics trial data processing method based on element formula is with method law Based on legal relation of the content and not accomplice of rule under, core knowledge point therein is combed, classified, is reformed, then It carries out perfect in conjunction with related contents such as judicial practice experience, scholar's discussions and increases all kinds of logic judgments, form complete law Business structure.Element can be carried out by semantic analysis, legal relation judgement, legal logic judgement, numerical operation etc. simultaneously Analysis is extracted and is derived, to realize that the backfill of element intelligence, judgement and the document in trial whole process stage automatically generate.
For criminal case, all kinds of penal codes are combed comprehensively and pledge love to save and decide plot, and by case as unit of, are combed comprehensively The relevant all kinds of situations of criminal offence are managed, the complete basis structure of criminal case conviction and sentence is formed.It is criminal by indictment Case cases folder materials such as notes of opening a court session carry out factor analysis, and carry out to the element analyzed in different folder materials quasi- The preferred judgement of exactness and reliability forms the final conviction and sentence element of case, to support all kinds of depth service applications.
For civil, administrative case, by case as unit of, by big to laws and regulations, science of law treatise and judgement document Data are researched and analysed, and combing forms appeal element of each case under and true element comprehensively, and it is every to carry out case with support True is qualitative and quantitative.By carrying out factor analysis to indictment, case cases folder materials such as notes of opening a court session, and to difference The element analyzed in folder material carries out the preferred judgement of accuracy and reliability, forms the final qualitative, quantitative of case and wants Element, to support all kinds of depth service applications.
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing method, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
On the basis of the above embodiments, further, described to judge that engine extracts the target electricity using elements recognition Case element in son trial data, specifically includes:
The target electronic is tried by semantic analysis, legal relation judgement, legal logic judgement and/or numerical operation Analysis, extraction and the derivation of data progress case element.
Specifically, the embodiment of the present invention, which provides a kind of core of electronics trial data processing method based on element formula, is Based on the legal relation of the content of laws and regulations and not accomplice under, core knowledge point therein is combed, is classified, It reforms, carry out perfect in conjunction with related contents such as judicial practice experience, scholar's discussions and increases all kinds of logic judgments, formed complete Law business structure.It can be carried out simultaneously by semantic analysis, legal relation judgement, legal logic judgement, numerical operation etc. Analysis, extraction and the derivation of element, to realize that the element in trial whole process stage intelligently backfills, judgement and document are given birth to automatically At.
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing method, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
On the basis of the above various embodiments, further, target electronic described in the combination is tried and is examined belonging to data Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be put on record the stage when, according to the case element Folder after generating automatic name returns the folder after mesh and automatic backfill to put on record element automatically.
Specifically, in the stage of putting on record, system uses advanced OCR text recognition technique and proprietary law semantic analysis The paper material that technology submits party is scanned analysis, realizes the accurate backfill for element of putting on record, and by these elements It automatically generates in the document in the stage of putting on record;System can also concentrate, quickly, accurately, flexibly realize papery folder electronization, Folder is named automatically, intelligence returns mesh, and auxiliary judge retrieves folder, flexibly annotates;Help judge in the stage of putting on record simultaneously Procedural examination is carried out, such as administration examines, statute of limitation examines, main body examines, relates to punishment examination;System, which is also equipped with to be directed to, works as thing The material that people submits carries out appeal examination, true examination, Evidence testing;It can also be judged according to factor analysis to element formula trial case Part carry out automatic shunt, help put on record judge's intelligence review cases, quickly put on record, automatic division.
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing method, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
On the basis of the above various embodiments, further, target electronic described in the combination is tried and is examined belonging to data Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be the court's trial preparation stage when, according to the case Element generates case element table, confirms for both parties and is formed to judge and is wanted without dispute element, disputable element and missing Element.
Specifically, the preparation stage before front yard to the indictment of case, is answered based on proprietary law semantic analysis technology It debates the folders data such as shape, all kinds of evidences and case handles the content progress intellectual analysis of the folder material formed in the process, from It is dynamic to generate case element table and be sent to both parties, confirm that element, defendant confirm the intelligent ratio of element by prosecution witness To the three classes element that will form court's trial after the analysis of, Semantic judgement: without dispute element, disputable element, missing element, and being both sides Party generates case element table, not only can help judge that can quickly summarize the dispute point of both parties and return The consentient element of the both sides that receive out, and party can also be guided quickly reasonable efficiently to collect relevant evidence before front yard It is put to the proof and is stated.
System, which has, refines the brass tacks element of merit, for judge intelligently comb case facts and evidence, from Dynamic analytic induction central issue, intelligence generate meeting outline, intelligence generation court's trial outline before front yard, and judge is helped quickly to grasp case True overall picture;Notes outline is intelligently generated for clerk, automatic batch generates more parts of court's trial notes first drafts, it is pre- that notes are rapidly completed If;For party's intelligent evaluation case risk, guidance and help party grasp and recognize case.
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing method, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
On the basis of the above various embodiments, further, target electronic described in the combination is tried and is examined belonging to data Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be the court's trial stage when, according to the case element Generate notes outline, court's trial outline, central issue or judge's result.
Specifically, in the court's trial stage, during hearing a case, fixed merit element can be summarized to some Case carries out element refinement, and concludes with regard to elements various in case with the presence or absence of dispute to both parties.Judge is opening When front yard, the uncontested fact is concluded first and is added their confirmation in court;Then clear central issue, and party is striven The element of view carries out court investigation item by item, guides party's quoting, cross-examination.Under normal circumstances, the front yard of most of short causes It examines, is all very suitable to try method with element formula.The system provides intelligent court's trial auxiliary for judge, concludes central issue in real time, Intelligence inquiry push laws and regulations and accomplice, in court trial process intelligently pushing electronic evidence and realize evident information " with say with Turn over ", it can be achieved that short cause judgement document generates in court, is sent in court;It is automatic that notes outline, voice are intelligently generated for clerk Transcription;It can also be participant in proceedings, hearing people intelligently pushing electronic evidence and laws and regulations etc..
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing method, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
On the basis of the above various embodiments, further, target electronic described in the combination is tried and is examined belonging to data Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be judge's stage when, according to the case element Generate procedural document, judgement document, trial report or Risk-warning.
Specifically, in the front yard trail official stage, system, which carries out the analysis of element formula to lawsuit material, which to be extracted, can not only be assisted After appraising through discussion to case, lawsuit activity and merit details with regard to previous stage are summarized for judge or collegiate bench, generate to Institute leader or jury will do it examination & approval, discussion trial report, in this way convenient for judge comprehensively, objectively understanding case thing It is real, it is legal, close feelings, reasonably make judge;System can also automatically generate common judgement document and element formula judgement document, Mainly around the specific factor of case, state the reasons why party's opinion, relevant evidence, law court are assert, foundation and judge as a result, It is primarily adapted for use in the typing case that can extract fundamental.Judge can also pass through the double screen operation interface of " left side sees that the right side is write " Document is made, meanwhile, point chapters and sections paragraph is carried out to the judgement document of generation and is positioned, auxiliary needed for providing different paragraph intelligences Function and corresponding folder are checked.Facilitate that bench trial's merit similarity is high, the rights and obligations relationship cases such as clearly, effectively shortens careful The time is managed, judicial resources are optimized.Offer accomplice sentences together and Risk-warning, intelligently comments and looks into letter function.
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing method, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
On the basis of the above various embodiments, further, target electronic described in the combination is tried and is examined belonging to data Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be wind up the case the stage when, according to the case element Folder after generating filing, it is automatic to backfill element of winding up the case, and automatically generate statistics and want prime implicant.
Specifically, it in the stage of winding up the case, analyzes, extract according to the judgement document come into force from the background, judge can be to knot Case information carries out being backfilling into careful streaming system, and can be arranged and be pushed for judicial statistics item.Such as: mode of winding up the case, text The backfill of the information of book type.
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing method, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
The embodiment of the present invention enhances judge to the leading role of court's trial, improves the quality and efficiency of court's trial.Element formula The characteristics of trial is by concluding same type case, sorts out the crucial trial element of same type case, and makes based on this Element table is tried out, and guidance party puts to the proof and states.
It realizes distributing rationally for judicial resources, improves court's trial efficiency.Have 60% in the case that most of law court accepts every year It is all the fact has been fully proved, the explicitly simple case of party's rights and obligations to 70%.If carry out element formula try method, acceptance it Just these simple cases is just allowed to be diverted, can allow judge that can more fully, accurately, intuitively know case central issue And judge's thinking improves efficiency to reduce workload.
Judge's mental impression process is disclosed to a greater degree, promotes justice, enhances Judicial Public Faith Force." element formula trial+front yard Careful video and audio recording discloses " it is undoubtedly maximally efficient one of the method for open judge's mental impression forming process.Before court's trial, element will be tried Advance notice;In court's trial, trial thinking is carried out persistently, and trial task is then taken by one power of judge;After court's trial, party can be right Court's trial video and audio recording integrality adds their confirmation.Compared with traditional trial mode, judicial process will obtain exhibition more fully, transparent Show, content that party can query, object all will shrinkage limit, can effectively prevent party because sinking into subjective mistaken ideas it is idle in Put to the proof or cause because judge's mental impression is unknown the reasonable suspection of party.
Based on the core of the embodiment of the present invention is the legal relation by the content of laws and regulations and not accomplice under, to it In core knowledge point combed, classified, reformed, in conjunction with judicial practice experience, scholar discuss etc. related contents carried out Be apt to and increase all kinds of logic judgments, form complete law business structure, the case after we analyze at present by more than element can be with Thousands of, few can also be up to a hundred, provide guarantee in this way for the application on each upper layer.Semantic analysis, law can be passed through simultaneously Relationship judgement, legal logic judgement, numerical operation etc. carry out analysis, extraction and the derivation of element, to realize trial whole process Intelligently backfill, judgement and document automatically generate the element in stage.
By the extraction and derivation of case element information, system can be automatically generated by different parties according to not accomplice and be wanted Plain formula tries table, and the confirmation of element can be carried out for party and is filled in.Confirmation, defendant by prosecution witness for element It will form the three classes element of court's trial after the comparison that confirms for the confirmation of element, the third party to element, Semantic judgement analysis: without striving Element, disputable element, missing element are discussed, so that according to the backstage incidence relation in library to be told and court's trial outline, automatic push go out Associated court's trial outline.Judge not only can be helped quickly to summarize the dispute point of both parties and summarize both sides Consentient element, can also efficiently to collect relevant evidence before front yard, can also guide party quickly rationally carry out put to the proof and Statement.
Summarizing and judge according to court's trial element, judge forming element formula judgement document in court can be not only assisted, it can also To provide the function of assisting writing document of " left side sees that the right side is write " behind front yard for judge, the effect of case trial can be greatly improved in this way Rate.
Fig. 2 is that the electronics provided in an embodiment of the present invention based on element formula tries data processing equipment schematic diagram, such as Fig. 2 institute Show, the embodiment of the present invention provides a kind of electronics trial data processing equipment device based on element formula, any of the above-described for executing Method as described in the examples specifically includes scan module 201, extraction module 202 and generation module 203, in which:
Scanning profiling module 201 is included at least for scanning target electronic trial data, the target electronic trial data One of indictment, billof defence, evidence material and courtroom record;Intelligent analysis module 202 is used to judge using elements recognition Engine extracts the case element in the target electronic trial data, and the case element includes at least party's element, lawsuit Request element, case facts element, essence of evidence, factors of legal relation, central issue element, crime situation element, crime feelings Save one of element and laws and regulations element;Application module 203 is generated to be used in conjunction with belonging to target electronic trial data Trial flow stages, corresponding processing result is generated according to the case element.
Specifically, firstly, scanning target electronic by scanning profiling module tries data, the target electronic tries number According to including at least one of indictment, billof defence, evidence material and courtroom record.
The embodiment of the present invention is using advanced OCR text recognition technique and proprietary law semantic analysis technology to party The paper material of submission is scanned analysis.
Then, judge that engine extracts the target electronic and tries in data using elements recognition by intelligent analysis module Case element, the case element include at least party's element, claims element, case facts element, essence of evidence, method Restrain one of relational factors, central issue element, crime situation element, circumstances of crime element and laws and regulations element.
Finally, trial flow stages belonging to data are tried in conjunction with the target electronic by generating application module, according to The case element generates corresponding processing result.
The embodiment of the present invention provides a kind of electronics trial data processing equipment based on element formula, any of the above-described for executing Method as described in the examples, the device provided through this embodiment execute the specific of above-mentioned a certain method as described in the examples Step is identical as above-mentioned corresponding embodiment, and details are not described herein again.
Electronics disclosed by the embodiments of the present invention based on element formula tries data processing equipment, by trying data to electronics Analysis, extraction and the derivation for carrying out case element, by case element through being applied in trial whole process vocational work, in front yard Before, judge can not only be guided more fully, accurately, intuitively to know case central issue and judge's thinking in front yard, behind front yard, from And workload is reduced, it improves efficiency, is also clerk, party and hearing people provide intelligent Service.
Fig. 3 is the structural schematic diagram of electronic equipment provided in an embodiment of the present invention, as shown in figure 3, the equipment includes: place Manage device (processor) 301, memory (memory) 302 and bus 303;
Wherein, processor 301 and memory 302 complete mutual communication by the bus 303;
Processor 301 is used to call the program instruction in memory 302, to execute provided by above-mentioned each method embodiment Method, for example,
It scans target electronic and tries data, the target electronic trial data include at least indictment, billof defence, evidence material One of material and courtroom record;
Judge that engine extracts the case element in the target electronic trial data, the case element using elements recognition It is wanted including at least party's element, claims element, case facts element, essence of evidence, factors of legal relation, central issue One of element, crime situation element, circumstances of crime element and laws and regulations element;
The trial flow stages in conjunction with belonging to target electronic trial data, generate corresponding according to the case element Processing result.
In addition, the logical order in above-mentioned memory can be realized and as independence by way of SFU software functional unit Product when selling or using, can store in a computer readable storage medium.Based on this understanding, of the invention Technical solution substantially the part of the part that contributes to existing technology or the technical solution can be with software in other words The form of product embodies, which is stored in a storage medium, including some instructions use so that One computer equipment (can be personal computer, server or the network equipment etc.) executes each embodiment institute of the present invention State all or part of the steps of method.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (ROM, Read- Only Memory), random access memory (RAM, RandomAccess Memory), magnetic or disk etc. is various to deposit Store up the medium of program code.
The embodiment of the present invention provides a kind of computer program product, and the computer program product is non-transient including being stored in Computer program on computer readable storage medium, the computer program include program instruction, when described program instructs quilt When computer executes, computer is able to carry out method provided by above-mentioned each method embodiment, for example,
It scans target electronic and tries data, the target electronic trial data include at least indictment, billof defence, evidence material One of material and courtroom record;
Judge that engine extracts the case element in the target electronic trial data, the case element using elements recognition It is wanted including at least party's element, claims element, case facts element, essence of evidence, factors of legal relation, central issue One of element, crime situation element, circumstances of crime element and laws and regulations element;
The trial flow stages in conjunction with belonging to target electronic trial data, generate corresponding according to the case element Processing result.
The embodiment of the present invention provides a kind of non-transient computer readable storage medium, the non-transient computer readable storage Medium storing computer instruction, the computer instruction make the computer execute side provided by above-mentioned each method embodiment Method, for example,
It scans target electronic and tries data, the target electronic trial data include at least indictment, billof defence, evidence material One of material and courtroom record;
Judge that engine extracts the case element in the target electronic trial data, the case element using elements recognition It is wanted including at least party's element, claims element, case facts element, essence of evidence, factors of legal relation, central issue One of element, crime situation element, circumstances of crime element and laws and regulations element;
The trial flow stages in conjunction with belonging to target electronic trial data, generate corresponding according to the case element Processing result.
The embodiments such as device and equipment described above are only schematical, wherein described be used as separate part description Unit may or may not be physically separated, component shown as a unit may or may not be Physical unit, it can it is in one place, or may be distributed over multiple network units.It can be according to the actual needs Some or all of the modules therein is selected to achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying In the case where creative labor, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can It realizes by means of software and necessary general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, on Stating technical solution, substantially the part that contributes to existing technology can be embodied in the form of software products in other words, should Computer software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including several fingers It enables and using so that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation Method described in certain parts of example or embodiment.
Although above having used general explanation and specific embodiment, the present invention is described in detail, at this On the basis of invention, it can be made some modifications or improvements, this will be apparent to those skilled in the art.Therefore, These modifications or improvements without departing from theon the basis of the spirit of the present invention are fallen within the scope of the claimed invention.

Claims (10)

1. a kind of electronics based on element formula tries data processing method characterized by comprising
Scan target electronic and try data, target electronic trial data include at least indictment, billof defence, evidence material and One of courtroom record;
Judge that engine extracts the case element in the target electronic trial data using elements recognition, the case element is at least Including party's element, claims element, case facts element, essence of evidence, factors of legal relation, central issue element, One of crime situation element, circumstances of crime element and laws and regulations element;
The trial flow stages in conjunction with belonging to target electronic trial data generate corresponding processing according to the case element As a result.
2. the method according to claim 1, wherein described judge that engine extracts the target using elements recognition Electronics tries the case element in data, specifically includes:
Data are tried to the target electronic by semantic analysis, legal relation judgement, legal logic judgement and/or numerical operation Carry out analysis, extraction and the derivation of case element.
3. the method according to claim 1, wherein being examined belonging to the trial data of target electronic described in the combination Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be put on record the stage when, according to the case element generate Folder after automatic name returns the folder after mesh and automatic backfill to put on record element automatically.
4. the method according to claim 1, wherein being examined belonging to the trial data of target electronic described in the combination Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be the court's trial preparation stage when, according to the case element Case element table is generated, confirm for both parties and is formed to judge without dispute element, disputable element and missing element.
5. the method according to claim 1, wherein being examined belonging to the trial data of target electronic described in the combination Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be the court's trial stage when, according to the case element generate Put down outline, court's trial outline, central issue or judge's result.
6. the method according to claim 1, wherein being examined belonging to the trial data of target electronic described in the combination Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be judge's stage when, according to the case element generate Procedural document, judgement document, trial report or Risk-warning.
7. the method according to claim 1, wherein being examined belonging to the trial data of target electronic described in the combination Sentence flow stages, corresponding processing result generated according to the case element, is specifically included:
When the target electronic trial data belonging to trial flow stages be wind up the case the stage when, according to the case element generate Folder after filing, it is automatic to backfill element of winding up the case, and automatically generate statistics and want prime implicant.
8. a kind of electronics based on element formula tries data processing equipment characterized by comprising
Scan profiling module, for scanning target electronic trial data, target electronic trial data include at least indictment, One of billof defence, evidence material and courtroom record;
Intelligent analysis module, for judging that engine extracts the case in the target electronic trial data and wants using elements recognition Element, the case element include at least party's element, claims element, case facts element, essence of evidence, legal relation One of element, central issue element, crime situation element, circumstances of crime element and laws and regulations element;
Application module is generated, for the trial flow stages in conjunction with belonging to target electronic trial data, according to the case Element generates corresponding processing result.
9. a kind of electronic equipment characterized by comprising memory and processor;
The processor and the memory complete mutual communication by bus;The memory is stored with can be by the place The program instruction that device executes is managed, the processor calls described program instruction to be able to carry out as described in claim 1 to 7 is any Method.
10. a kind of non-transient computer readable storage medium, is stored thereon with computer program, which is characterized in that when the meter When calculation machine program is executed by processor, the method as described in claim 1 to 7 is any is realized.
CN201910447196.1A 2019-05-27 2019-05-27 Electronics trial data processing method and device based on element formula Pending CN110175605A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910447196.1A CN110175605A (en) 2019-05-27 2019-05-27 Electronics trial data processing method and device based on element formula

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910447196.1A CN110175605A (en) 2019-05-27 2019-05-27 Electronics trial data processing method and device based on element formula

Publications (1)

Publication Number Publication Date
CN110175605A true CN110175605A (en) 2019-08-27

Family

ID=67696203

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910447196.1A Pending CN110175605A (en) 2019-05-27 2019-05-27 Electronics trial data processing method and device based on element formula

Country Status (1)

Country Link
CN (1) CN110175605A (en)

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110516203A (en) * 2019-08-28 2019-11-29 北京市律典通科技有限公司 Central issue analysis method, device, electronic equipment and computer can storage mediums
CN110675117A (en) * 2019-09-17 2020-01-10 深圳市天道日新科技有限公司 Criminal trial network remote litigation method
CN110717041A (en) * 2019-09-19 2020-01-21 太极计算机股份有限公司 Case retrieval method and system
CN110929039A (en) * 2019-10-18 2020-03-27 平安科技(深圳)有限公司 Data processing method, device, equipment and storage medium
CN110928994A (en) * 2019-11-28 2020-03-27 北京华宇元典信息服务有限公司 Similar case retrieval method, similar case retrieval device and electronic equipment
CN111222308A (en) * 2019-12-17 2020-06-02 共道网络科技有限公司 Case decision book generation method and device and electronic equipment
CN111260223A (en) * 2020-01-17 2020-06-09 山东省计算中心(国家超级计算济南中心) Intelligent identification and early warning method, system, medium and equipment for trial and judgment risk
CN111275399A (en) * 2020-01-20 2020-06-12 北京合信力科技有限公司 Method and device for processing litigation case data
CN111523852A (en) * 2020-03-11 2020-08-11 太极计算机股份有限公司 Case element type case judgment system and method based on case routing type
CN111581975A (en) * 2020-05-09 2020-08-25 北京明朝万达科技股份有限公司 Case writing text processing method and device, storage medium and processor
CN112579764A (en) * 2019-09-30 2021-03-30 北京国双科技有限公司 Method, device, equipment and storage medium for generating court trial outline
CN112651854A (en) * 2020-12-23 2021-04-13 讯飞智元信息科技有限公司 Voice scheduling method and device, electronic equipment and storage medium
CN112860909A (en) * 2021-01-29 2021-05-28 厦门市法度信息科技有限公司 Intelligent punishing amount cutting method and system
CN113222788A (en) * 2021-05-17 2021-08-06 广西安怡臣信息技术有限公司 Intelligent marking method

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107633465A (en) * 2017-08-21 2018-01-26 厦门能见易判信息科技有限公司 Intelligence aids in method of deciding a case
CN108009299A (en) * 2017-12-28 2018-05-08 北京市律典通科技有限公司 Law tries method and device for business processing
CN108304386A (en) * 2018-03-05 2018-07-20 上海思贤信息技术股份有限公司 A kind of logic-based rule infers the method and device of legal documents court verdict
CN108595548A (en) * 2018-04-09 2018-09-28 南京网感至察信息科技有限公司 A kind of case judge's prediction of result method based on Markov Logic Network

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107633465A (en) * 2017-08-21 2018-01-26 厦门能见易判信息科技有限公司 Intelligence aids in method of deciding a case
CN108009299A (en) * 2017-12-28 2018-05-08 北京市律典通科技有限公司 Law tries method and device for business processing
CN108304386A (en) * 2018-03-05 2018-07-20 上海思贤信息技术股份有限公司 A kind of logic-based rule infers the method and device of legal documents court verdict
CN108595548A (en) * 2018-04-09 2018-09-28 南京网感至察信息科技有限公司 A kind of case judge's prediction of result method based on Markov Logic Network

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
刘艳红 等: "大数据时代审判体系和审判能力现代化的理论基础与实践展开", 《安徽大学学报(哲学社会科学版)》 *
威海市中级人民法院: "电子卷宗随案同步生成项目建设方案", 《原创力文档:HTTPS://MAX.BOOK118.COM/HTML/2019/0308/8002064132002011.SHTM》 *
裘凯斌: "人工智能在司法领域的运用现状及前景展望", 《开封教育学院学报》 *

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110516203A (en) * 2019-08-28 2019-11-29 北京市律典通科技有限公司 Central issue analysis method, device, electronic equipment and computer can storage mediums
CN110675117A (en) * 2019-09-17 2020-01-10 深圳市天道日新科技有限公司 Criminal trial network remote litigation method
CN110717041A (en) * 2019-09-19 2020-01-21 太极计算机股份有限公司 Case retrieval method and system
CN110717041B (en) * 2019-09-19 2023-10-03 太极计算机股份有限公司 Case retrieval method and system
CN112579764A (en) * 2019-09-30 2021-03-30 北京国双科技有限公司 Method, device, equipment and storage medium for generating court trial outline
CN110929039B (en) * 2019-10-18 2023-09-29 平安科技(深圳)有限公司 Data processing method, device, equipment and storage medium
CN110929039A (en) * 2019-10-18 2020-03-27 平安科技(深圳)有限公司 Data processing method, device, equipment and storage medium
CN110928994A (en) * 2019-11-28 2020-03-27 北京华宇元典信息服务有限公司 Similar case retrieval method, similar case retrieval device and electronic equipment
CN111222308A (en) * 2019-12-17 2020-06-02 共道网络科技有限公司 Case decision book generation method and device and electronic equipment
CN111260223A (en) * 2020-01-17 2020-06-09 山东省计算中心(国家超级计算济南中心) Intelligent identification and early warning method, system, medium and equipment for trial and judgment risk
CN111275399A (en) * 2020-01-20 2020-06-12 北京合信力科技有限公司 Method and device for processing litigation case data
CN111523852A (en) * 2020-03-11 2020-08-11 太极计算机股份有限公司 Case element type case judgment system and method based on case routing type
CN111581975A (en) * 2020-05-09 2020-08-25 北京明朝万达科技股份有限公司 Case writing text processing method and device, storage medium and processor
CN112651854A (en) * 2020-12-23 2021-04-13 讯飞智元信息科技有限公司 Voice scheduling method and device, electronic equipment and storage medium
CN112860909A (en) * 2021-01-29 2021-05-28 厦门市法度信息科技有限公司 Intelligent punishing amount cutting method and system
CN113222788A (en) * 2021-05-17 2021-08-06 广西安怡臣信息技术有限公司 Intelligent marking method

Similar Documents

Publication Publication Date Title
CN110175605A (en) Electronics trial data processing method and device based on element formula
US11663411B2 (en) Ontology expansion using entity-association rules and abstract relations
JP2018512666A (en) Method and apparatus for verifying an image based on an image verification code
US10460031B2 (en) Generating structured meeting reports through semantic correlation of unstructured voice and text data
CN108549697A (en) Information-pushing method, device, equipment based on semantic association and storage medium
CN110489524A (en) Relate to punishment case data intelligence checking method and device
CN107358561A (en) A kind of certificate based on personal credit scoring is self-service to handle method and device
CN111222308A (en) Case decision book generation method and device and electronic equipment
CN110059178A (en) Problem distributing method and device
Ojala et al. Presidential speeches and the online politics of belonging: Affective-discursive positions toward refugees in Finland and Estonia
Misiejuk et al. Incorporating sentiment analysis with epistemic network analysis to enhance discourse analysis of Twitter data
CN110851715A (en) AI family lawyer platform and robot
CN110246063A (en) A kind of method and device for guiding case trial
Meese et al. Citizen or consumer? Contrasting Australia and Europe's data protection policies
CN110516066B (en) Text content safety protection method and device
Shafiq et al. Use of ICTs and artificial intelligence to overcome judicial trial delays in Pakistani courts
CN110046233A (en) Problem distributing method and device
BILOUSOV et al. Digitalization of civil justice in Ukraine
CN110929005A (en) Emotion analysis-based task follow-up method, device, equipment and storage medium
Stahl et al. Issues, concepts and methods relating to the identification of the ethics of emerging ICTs
Apostu Using machine learning algorithms to detect frauds in telephone networks
KR102030742B1 (en) Idea selection support system and method
US20240086651A1 (en) Using machine learning models to analyze contractual terms and clauses in a legal contract, to recommend edits, and to make changes to a workflow
Kobilke et al. Blaming it on NATO? Framing the role of NATO in the full-scale Russian invasion of Ukraine on Twitter
Kabucua et al. To Be Charged Again: Spotting of Fake News by Televion Stations in Kenya

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20190827

RJ01 Rejection of invention patent application after publication