Research And Implementation Of Lawyer Recommendation System Based On Judgment Documents

With the continuous deepening of China’s legalization process,the public is paying more and more attention to their legitimate rights and interests.When their legal rights are violated,they usually choose to seek legal assistance from a lawyer.Although with the development of information technology,more lawyer information appears on the Internet,the law is very professional,and it is difficult for the public to judge the lawyer’s ability to practice.Therefore,the establishment of a legal aid service bridge between lawyers and the public is an important part of national governance.It is an urgent problem for the lawyer industry and it is of great significance to the scientific governance of society.The opening of the "China Judgment Documents Network" provides a convenient condition for the public to seek judicial assistance.This article is based on the judgment documents published on the website,combined with user portraits,deep learning,natural language processing and other technologies.Through the construction of lawyer portrait models,lawyers The three aspects of the recommendation method and the lawyer recommendation system have carried out research on the lawyer recommendation system based on the referee documents.This article first combines the user portrait technology with the characteristics of the lawyer industry.By determining the dimensions of the lawyer portrait and setting the weight of the lawyer elements,the lawyer portrait is constructed,and the generation and management of the lawyer portrait are realized;secondly based on the analytic hierarchy process and fuzzy comprehensive evaluation Method,and entered an in-depth study on the fuzzy comprehensive evaluation model,analyzed the weight of the lawyer’s ability factor,constructed a lawyer’s practice ability evaluation model,and used convolutional neural networks to separately extract user needs and lawyer portrait features,and completed the recommendation of lawyers.The design and experiment of the algorithm make the improved recommendation model improved.Finally,a prototype of the lawyer recommendation system was developed,including user requirements import,lawyer portrait display,recommended lawyer result display,statistical information display and other functional modules.The test results show that the The system can recommend lawyers more accurately..