A Design and Implementation of Ontology-based Retrieval System for the Electronic Records of Universities

이정희; 김희섭

doi:10.3743/KOSIM.2007.24.3.343

P-ISSN1013-0799
E-ISSN2586-2073
KCI

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A Design and Implementation of Ontology-based Retrieval System for the Electronic Records of Universities

Journal of the Korean Society for Information Management / Journal of the Korean Society for Information Management, (P)1013-0799; (E)2586-2073

2007, v.24 no.3, pp.343-362

https://doi.org/10.3743/KOSIM.2007.24.3.343

& (2007). A Design and Implementation of Ontology-based Retrieval System for the Electronic Records of Universities. Journal of the Korean Society for Information Management, 24(3), 343-362, https://doi.org/10.3743/KOSIM.2007.24.3.343

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Abstract

The purpose of this study is to design and implement an ontology-based retrieval system for the electronic records of universities and to compare its performance with the existing keyword-based retrieval system. We used OntoStudio 1.4 for implementing an ontology-based retrieval system, and the test collection consisted of the following: (1) 5,099 electronic records of the 'personnel management notification' created by Korea Maritime University, (2) 20 topics (10 short-topics and 10 long-topics), and (3) the relevant assessments were conducted by the group of human experts. 10 university staff participated in the experiment of keyword-based searching and used the same test collection as used in the experiment of ontology-based searching. The ontology-based retrieval system outperformed to the keyword-based retrieval system in terms of Recall and Precision, and it showed better results with long-topic than with short-topic types.

keywords: 기록관리시스템, 대학기록물, 온톨로지, 온톨로지 기반 검색시스템, 성능평가, 전자기록물, 전자기록관리시스템, EDMS(Electronic Document Management System), ERMS(Electronic Record Management System), electronic records, ontology, ontology-based retrieval system, university records, performance evaluat

Reference

(2005). RDF 문서의 키워드 검색 서비스를 위한 리소스와 속성을 고려한 인덱싱 구조지. 2(1), 81-86.

(2006). 웹 2.0 시대의 기회 시맨틱 웹. , -.

(2005). 은행의 암묵적 지식과 형식적 지식의 통합관리를 위한 온톨로지기반 지식 리포지토리 모형 개발 연구. 22(2), 229-251.

(2005). 전자기록철의 구조와 관리방안-영국 ERMS 표준을 중심으로. 5(2), 49-72.

(2006). 체언표현 개념분류체계와 OWL 온톨로지의 상관관계 연구. 11(2), 93-99.

(2006). 시맨틱 웹 온톨로지를 이용한 문서 분류 시스템 설계 및 구현. , -.

(2007). 소프트웨어 제품 계열 공학의 온톨로지 기반 휘처 공통성 및 가변성 분석 기법. 34(3), 196-211.

(2003). 온톨로지 기반한의학 처방 지식관리시스템 설계에 관한 연구. 20(1), 341-371.

(2004). 전문용어의 의미관계 정보를 이용한 도메인 온톨로지의 구축. , -.

10.

(2002). 시맨틱 웹 기반의 바이오 온톨로지 시스템의 설계. 29(2-II), 358-360.

11.

(2006). 의미 중의성을 고려한 온톨로지 기반 메타데이타의 자동 생성. 33(11), 986-998.

12.

(2007). 시맨틱 라이브러리를 위한 아키텍쳐 참조 모델. 24(1), 75-101.

13.

(2006). 단어연상검사법을 이용한 탐색시소러스 구축에 관한 실험적 연구. 40(3), 289-304.

14.

(2006). 디지탈 아카이브즈의 문제점과 방향-문화원형 콘텐츠를 중심으로. 17(2), 23-42.

15.

(2007). Initiative for the Evaluation of XML retrieval. , -.

16.

(2007). An Introduction to the Resource Description Framework. , -.

17.

(2007). Ontoprise. [cited 2007. 1. 7].<http://www.ontoprise.de>. , -.

18.

(2007). OWL Web Ontology Language Overview. [cited 2007.2.9.] <http://www.w3.org/TR/2004/REC-owl-features-20040210/>. , -.

19.

(2006). Protg. [cited 2006. 12. 23]. http://ask.stanford.edu/search?site=stanfordmedicine&client=stanfordmedicine&output=xml_no_dtd&proxystylesheet=stanfordmedicine&numgm=5&q=Protg&shortcuts=%23. , -.

20.

(2007). Semantics Korea. [cited 2007. 4.5.] <http://www.semantics.co.kr/vision/index.php?section=3>. , -.

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Article Contents

Vol.24 No.3

A Design and Implementation of Ontology-based Retrieval System for the Electronic Records of Universities

Abstract

Reference

Journal of the Korean Society for Information Management