|
|
Study on the Model of Automatic Extraction and Annotation of Trail Cases |
She Guiqing, Zhang Yongan |
School of Economics and Management, Beijing University of Technology, Beijing 100124, China |
|
|
Abstract This paper constructs an Ontology-based automatic extraction and annotation model for the massive texts of criminal judgments combined with the case-Ontology. It uses regular expressions to construct extraction rules and templates for the semi-structured characteristics of the texts of legal cases, according to the structure of the documents and the clue words. Besides, it applies natural language processing techniques for the accurate information extraction, then gives semantic annotation of the results of extraction for building an Ontology knowledge base of legal cases, to realize the transformation of case texts to semantic information Web, for the further similar case retrieval and judge recommendation. And the experiment shows a good result.
|
Received: 22 March 2013
Published: 24 July 2013
|
|
[1] Uschold M,Gruninger M.Ontologies and Semantics for Seamless Connectivity[J]. ACM SIGMOD Record,2004,33(4):58-64. [2] Berners-Lee T, Hendler J,Lassila O.The Semantic Web[J].Scientific American Magazine,2001,284(5): 28-37. [3] Cardie C.Empirical Methods in Information Extraction[J].AI Magazine,1997,18(4):65-78. [4] Popov B,Kiryakov A, Kirilov A, et al.KIM-Semantic Annotation Platform[C].In: Proceedings of the 2nd International Semantic Web Conference(ISWC’2003),Florida,USA. 2003:834-849. [5] 荆涛,左万利,孙吉贵, 等.中文网页语义标注:由句子到RDF表示[J]. 计算机研究与发展,2008,45(7):1221-1231.(Jing Tao,Zuo Wanli,Sun Jigui,et al. Semantic Annotation of Chinese Web Pages: From Sentences to RDF Representations[J].Computer Research and Development,2008,45(7):1221-1231.) [6] 高琦.基于Bootstrapping的本体标注方法研究[D].重庆:重庆大学,2010.(Gao Qi.A New Annotate Ontology Method Based on Bootstrapping[D].Chongqing:Chongqing University,2010.) [7] Pandit S. Ontology-guided Extraction of Structured Information from Unstructured Text: Identifying and Capturing Complex Relationships[D].Ames: Iowa State University,2010. [8] 章勇,吕俊白.基于Protégé的本体建模研究综述[J]. 福建电脑,2011, 27(1):43-45.(Zhang Yong,Lv Junbai.The Research Review of Ontology Modeling Based on Protégé[J].FuJian Computer,2011, 27(1):43-45.) [9] 刘克强.2009 共享版 ICTCLAS 的分析与使用[J]. 科教文汇,2009(22): 271.(Liu Keqiang.The Analysis and Instructions for the 2009 Shared Version Of ICTCLAS[J].Education Science & Culture Magazine,2009(22): 271.) |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|