본문 바로가기
KERD
논문

온톨로지 기반 법률 검색시스템의 구축 및 평가에 관한 연구

Developing and Evaluating an Ontology-based Legal Retrieval System

1

조회

0

다운로드

13

인용

0

참고문헌

키워드

주제분류문헌정보학

초록

법은 실생활에 직접 영향을 미치는 중요한 정보원이다. 법률 정보가 전자적으로 접근할 수 있게 되었음에도 불구하고, 현행 키워드 기반 검색시스템은 법률용어와 일상용어의 불일치, 생략형의 용어 사용, 법률용어의 다의성, 법률 정보의 대량 생산 그리고 질의-응답 형식의 검색 욕구 등의 문제를 잘 해결하지 못하고 있는 실정이다. 이러한 문제를 해결하기 위한 하나의 방식으로 온톨로지 기반 검색시스템이 제시되고 있다. 본 연구자는 법률 온톨로지와 그 온톨로지를 기반으로 하는 법률 검색시스템(실험시스템)을 구축하는 연구와, 실험시스템의 평가를 위하여 현존하는 키워드 기반 법률 검색시스템(비교시스템)과 비교 실험을 통해 검색 성능과 이용자 만족도를 평가하는 연구를 수행하였다.

Abstract

The law affects our daily lives, and hence, constitutes a crucial information resource. However, electronic access to legal information using keyword-based retrieval systems appears to provide users with limited satisfaction. There are many factors behind this inadequacy. First, the discrepancies between formal legal terms and their counterparts in common language are quite large. Second, the situation is further confounded by frequent abbreviations in legal terms. Third, even though there is a constant deluge of legal information, users’ needs have evolved to demand more Q and A type searches. All of these factors make the existing retrieval systems inefficient and ineffective. This article suggests an ontology-based system as a means to deal with such difficulties. To that end, a legal retrieval system(experimental system), built on the basis of a newly-constructed law ontology, was tested against a keyword-based legal retrieval system(existing one), yielding data on their relative effectiveness in retrieval and user satisfaction.

참고문헌 (18)

  1. 김재호, "KorQATeC 2.0 질의", 응답 시스템의 성능 평가를위한 평가집합 구축, 2001, 397~404
  2. Benjamins, V. R, "An introduction In Lawand the Semantic Web", pp.1~17 (2005), Springe
  3. Benjamins, V. R, "Iuriservice: Anintelligent frequently asked questions system to assist newly appointed judges In Law andthe Semantic Web", pp.201~217 (2005), Springer
  4. Boella, G., "On the ontological status of norms In Law andthe Semantic Web", pp.125~141 (2005), Springer
  5. Breuker, J, "Law, Ontologies and the SemanticWeb: Channelling the Legal Information Flood" (2009), IOS Press
  6. Breuker, J, "OWL Ontology of Basic LegalConcepts(LKIF-Core) Deliverable 1.4", Information Society Technologies, ~ (2007)
  7. Breuker, J, "Legal ontologies in knowledge engineeringand information management", Artificial Intelligence and Law, 12, pp.241~277 (2004)
  8. Casanovas, P, "An Ontology-Based Decision Support Systemfor Judges", pp.165~175 (2009), IOS Press
  9. Gangemi, A, "A constructive framework for legalontologies In Law and the Semantic Web", pp.97~124 (2005), Springer
  10. Hoekstra, R, "LKIF-Core: Principled OntologyDevelopment for the Legal Domain", pp.21~52 (2009), IOS Press
  11. Kingston, J, "No model behaviour: ontologies forfraud detection In Law and the Semantic Web", pp.233~248 (2005), Springer
  12. Lame,G, "Using NLP techniques to identify legal ontology components: conceptsand relations In Law and the Semantic Web", pp.169~184 (2005), Springer
  13. Lehmann, J, "CAUSATIONT: modeling causation in AI &Law In Law and the Semantic Web", pp.77~96 (2005), Springer
  14. McCarty,L.T, "A language for legal discourse: I. Basic features", Proceedings of theSecond International Conference on Artificial Intelligence and Law, pp.180~189 (1989)
  15. Noy, N. F, "Ontology Development 101: A Guide to CreatingYour First Ontology" (2001), Stanford University
  16. Stamper,K.R, "The role of semantics in legal expert systems and legal reasoning", Ratio Juris, 4(2), pp.219~244 (1991)
  17. Valente,A, "Legal Knowledge Engineering: A Modelling Approach" (1995), IOS Press
  18. van Laarschot, "Ontology-Based Knowledge Modelling in Dutch Civil Law", 석사, pp.2005

관련 논문AI추천

이 간행물의 다른 논문 (19건)