Browse > Article
http://dx.doi.org/10.14699/kbiblia.2011.22.2.141

A Study on the Performance Evaluation of Semantic Retrieval Engines  

Noh, Young-Hee (건국대학교 인문과학대학 문헌정보학과)
Publication Information
Journal of the Korean BIBLIA Society for library and Information Science / v.22, no.2, 2011 , pp. 141-160 More about this Journal
Abstract
This study suggested knowledge base and search engine for the libraries that have the largescaled data. For this purpose, 3 components of knowledge bases(triple ontology, concept-based knowledge base, inverted file) were constructed and 3 search engines(search engine JENA for rule-based reasoning, Concept-based search engine, keyword-based Lucene retrieval engine) were implemented to measure their performance. As a result, concept-based retrieval engine showed the best performance, followed by ontology-based Jena retrieval engine, and then by a normal keyword search engine.
Keywords
Semantic Retrieval Engine; Concept-based Retrieval Engine; Keyword Retrieval Engine; Ontology; Performance Evaluation; Jena; Lucene;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 박지형, 박상언, 이명진, 홍준석, 김우주. 2007. 다중 온톨로지를 이용한 시맨틱 웹 포털에서의 의미형 검색. 한국지능정보시스템학회, 11: 463-467.
2 박진석, 양기철, 오정진. 2004. 시맨틱 웹 기반 박물관 유물 검색을 위한 온톨로지 설계 및 구현. 한국콘텐츠학회, 2(2): 269-274
3 심재문. 2008. 온톨로지 추론엔진 성능 평가 및 지능형 엔진 선택 기법에 대한 연구. 석사학위논문. 경희대학교.
4 이재원, 박성찬, 이상근, 박재휘, 김한준, 이상구. 2010. 개념 망을 통한 전자 카탈로그의 시맨틱검색 및 추천. 한국전자거래학회, 15(3): 131-145.
5 정은경. 2003. 시맨틱 웹 환경에서의 온톨로지 기반 정보검색 시스템. 석사학위논문. 제주대학교.
6 하상범, 한은영, 최호준. 2005. OWL 기반의 SPARQL을 이용한 시맨틱검색. 한국정보과학회, 32(2): 706-708.
7 한동일, 권혁진, 정학진. 2007. 시맨틱검색시스템의 구현과 평가에 관한 연구. 한국IT서비스학회, 7(3): 253-269.
8 Carroll, J. J., L. Dickinson, D. Dollin, D. Reynolds, A. Seaborne, and K. Wilkinosn. 2004. "Jena: Implementing the Semantic Web Recommendations." Proceedings of the 13th International World Wide Web Conference, New York. 74-83.
9 Chen, H. and V. Dhar. 1991. "Cognitive Process as a Basis for Intelligent Retrieval Systems Design." Information Processing & Management, 27(5): 405-432.   DOI   ScienceOn
10 강래구. 2007. 시맨틱 웹 환경에서 온톨로지기반의 지능형 상품 검색 시스템 설계 및 구현. 석사학위논문. 조선대학교.
11 김영민, 이상준. 2003. 시맨틱을 이용한 연구 논문 검색 시스템. 한국인터넷정보학회, 4(3): 15-22.
12 김태환, 전호철, 최중민. 2008. 시맨틱 웹 서비스 기반 커뮤니티 정보 검색 시스템. 한국컴퓨터종합학술대회 논문집, 35(1): 299-304.
13 박종욱. 2008. 온톨로지기반 검색을 이용한 지능형 통계 검색 모델에 관한 연구. 석사학위논문. 공주대학교.
14 Parsia, B., B. Sirin, M. Grov, and R. Alford. 2003. "Mindswap Project: Pellet." Available at: .
15 Prud'Hommeaux, E. and A. Seaborne. 2006. SPARQL Query Language for RDF. W3C Working Draft 4.
16 Salton, G., Edward A. Fox, and Harry Wu. 1983. "Extended Boolean Information Retrieval." Communications of ACM, 26(12): 1022-1036.   DOI
17 Seaborne, Andy. 2003. A Query Language for RDF. W3C Member Submission 9-January-2004. [cited 2009.10.15]. Available at: .
18 Sirin, E., B. Parsia, B. C. Grau, A. Kalyanpur, and Y. Katz. 2007. "Pellet: A Practical OWL-DL Reasoner." Journal of web Semantics, 5(2): 1-26.   DOI
19 Wessel, M. and R. Moler. 2005. "A High Performance Semantic Web Query Answering Engine." International Workshop on Description Logics(DL2005), Edinburgh, Scotland, UK.
20 Zhou, J., L. Ma, Q. Liu, L. Zhang, Y. Yu, and Y. Pan. 2006. "Minerva: A Scalable OWL Ontology Storage and Inference System." The Semantic Web-ASWC 2006, Volum LNCS 4185, 429-443.
21 Kevin, W., C. Sayers, and H. Kuno. 2003. "Efficient RDF Storage and Retrieval in Jena 2." Proceedings of First International Workshop on Semantic Web and Databases, 131-151.
22 Christophides, V., et al. 2003. "The ICSFORTH SWIM: A Powerful Semantic Web Integration Middleware." In Proceedings of the First International Workshop on Semantic Web and Databases(SWDB), Co-located with VLDB 2003.
23 Haarslev, V., R. Moller, and M. Wessel. 2004. "Querying the Semantic Web with Racer + nRQL." Proceedings of the Ki-04 Workshop on Applications of Description Logics.
24 Karvounarakis, G., A. Magganaraki, S. Alexaki, V, Christophides, D. Plexousakis, Michel Scholl, and Karsten Tolle. 2003. "Querying the Semantic Web with RQL." Computer Networks, 42(5): 617-640.   DOI   ScienceOn
25 Lee, M. C., H. K. Jan, Y. S. Paik, S. E. Jinf, and S. Lee. 2006. "A Ubiquitous Device Collaboration Infrastructure: Celadon." 3rd Workshop on Software Technologies for Future Embedded & Ubiquitous Systems.
26 Noh, Younghee. 2011. "A Study on Constructing the Ontology of LIS Journal." Journal of the Korean Society for Information Management, 28(2): 177-193.   DOI
27 Ma, L., G. Xie, T. Yang, and L. Zhang. 2006. "IODT: IBM Integrated Ontology Development Toolkit." [cited 2009.12.16]. Available at: , 2004.
28 Maedche A, B. Motik, L. Stojanovic, R. Studer, and R. Volz. 2003. "Ontologies for Enterprise Knowledge Management." IEEE Intelligent Systems, 18(2): 26- 33.   DOI   ScienceOn
29 Noh, Younghee. 2001. "A Study on the Estimation of Performance of the Conceptbased Information Retrieval Model for Searching the Web." Journal of Information Science, 28(5): 407-415.
30 Pan, J. 2006. "HAWK: OWL Repository and Toolkit 1.5 Releases." [cited 2009.10.6]. Available at: .