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An Ontological Chinese Legal Consultation System

Authors :
Ni Zhang
Yi-Fei Pu
Sui-Quan Yang
Ji-Liu Zhou
Jin-Kang Gao
Source :
IEEE Access, Vol 5, Pp 18250-18261 (2017)
Publication Year :
2017
Publisher :
IEEE, 2017.

Abstract

We propose an ontological Chinese legal consultation system (CLCS) based on Chinese legal characteristics by integrating statutes and judicial precedents to facilitate the retrieval of relevant statutes and judgments for the general public. Ontology, an emerging research topic in recent years, incorporates a hierarchical structure and supports logical reasoning, which can reduce semantic ambiguities and extract implied semantic information. We constructed statutes ontology and a case ontology using a bottom-up method and a top-down method, respectively. Then, to test the retrieval precision of the proposed CLCS, we performed experiments using emotional damage compensation as an example by combining genetic algorithm and k-nearest neighbor approaches. Experimental results demonstrate that the proposed method improves retrieval precision.

Details

Language :
English
ISSN :
21693536
Volume :
5
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.f0dd1de60f9042e599d54059a297252c
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2017.2745208