The KIPS Transactions:PartD (정보처리학회논문지D)

Korea Information Processing Society (한국정보처리학회)
권호 표지
DOI QR코드

DOI QR Code

Web Ontology Building Methodology for Semantic Web Application

시맨틱 웹 응용을 위한 웹 온톨로지 구축기법

  • Published : 2008.02.29
Download PDF
⟨ Previous Next ⟩

Abstract

Success of a semantic web application, currently base on web technology, depend on web ontology construction that provided rule and inference function about knowledge. For, this study compared the ontology construction methods that were already proposed, and analyzed, and investigated characteristics of semantic web and web ontology, investigated characteristics of semantic web and web ontology, and defined characteristics of web ontology as-based technology of a semantic web application and knowledge representation steps, and studied a technical element that related currently web technology, and proposed a web ontology construction method for a semantic web application with bases to these. Established web ontologies of various knowledge fields as applied the construction method that proposed. Also evaluate performance of web ontology through inference verification of web ontologies established, web ontologies evaluated performance of web ontology as used inference verification. According to this, we confirmed that proposed construction method that can establish the ontology suitable for semantic web application.

시맨틱 웹 응용의 성공은 현재 웹 기술을 바탕으로 하여, 지식에 대한 규칙과 추론 기능이 제공되는 웹 온톨로지 구축에 달려있다. 이를 위해 본 연구는 기존에 제안된 온톨로지 구축기법들을 비교 분석하고, 시맨틱웹과 웹 온톨로지의 특징을 조사하여 시맨틱 웹 응용의 기반기술이 되기 위한 웹 온톨로지의 기술적 특징과 지식표현 단계를 정의하고, 현재 웹 기술과 관련되는 웹 온톨로지의 기술적 요소를 연구하였다. 이를 바탕으로 시맨틱 웹 응용을 위한 웹 온톨로지 구축기법을 제안하고, 제안한 구축기법을 적용하여 다양한 지식분야의 웹 온톨로지들을 구축하였으며, 구축된 웹 온톨로지들의 추론 검증 결과를 통해 제안된 구축방법이 기존 온톨로지 구축기법들에 비해 시맨틱 웹 응용의 요구 조건을 충족하는 결과가 획득됨을 확인하였으며, 따라서 제안한 웹 온톨로지 구축기법이 시맨틱 웹 응용에 적합한 구축기법임을 증명하였다.

Keywords

References

  1. Michel Klein, Ubbo Visser. 'Semantic Web Challenge 2003, 'IEEE Computer Society, IEEE INTELLIGENT SYSTEM, pp.31-33, 2004. 5
  2. Tim Burners Lee. 'Artificial Intelligence and the Semantic Web,' website. http://www.w3.org/2006/ Talks/0718-aaai-tbl/, AAAI, 2006.7
  3. 한국전산원. '시맨틱 웹 발전 방향 및 표준화 개발전략 연구, 'pp.111-115, 2005. 12
  4. Benjamin N. Grosof, Ian Horrocks. 'Description Logic Programs : Combining Logic Programs with Description Logic,' Working Paper, version of Nov., 21, 2002
  5. Ian Horrocks, Peter F. Patel-Schneider, Harold Boley, Said Tabet, Benjamin Grosof, Mike Dean. 'SWRL: A Semantic Web Rule Language Combining OWL and RuleML,' website. http://www.daml.org/ 2003/11/swrl/, 2003.11
  6. Mike Dean. 'Semantic Web Rules: Covering the Use Case, 'Third International Workshop, RuleML, Proceedings, pp.1-5, 2004
  7. 옥철영. '한국어정보처리와 온톨로지,' 한국어정보처리연구회동계 튜토리얼 자료집, 2004
  8. 이현실. '온톨로지 기반 한의학 처방 지식관리시스템 설계에 관한 연구,' 중앙대 대학원, p.183, 2003
  9. 이경일, 최광선. '산업적 관점에서의 시맨틱 기술,' 한국정보과학회 학회지 제24권 제4호, pp.45-50, 2006. 4
  10. Deborah L. McGuinness, Frank van Harmelen. 'OWL Web Ontology Language Overview', W3C Recommendation, 2004
  11. Jena2.1, jena.sourceforege.net/documentation.html
  12. Kenneth Baclawski. 'UML for ontology development, 'The Knowledge Engineering Review archive, Vol. 17, Issue 1. pp.61-64, 2002. 3
  13. OpenCyc.org. 'OepnCyc: the project,' website. http:// sourceforge. net/projects/opencyc/, 2006
  14. KACTUS Consortium. 'KACTUS ESPRIT Project 8145,' website. http://www.swi.psy.uva.nl/projects/ NewKACTUS/home.html, 1996
  15. Enterprise Integration Laboratory. 'TOVE Ontology Project,'website. http://www.eil.utoronto.ca/enterprise modelling/tove/index.html, 2002
  16. Dieter Fensel et al. 'On-To-Knowledge: Ontology- Based Tools for Knowledge Management,' 2000
  17. Natalya F. Noy, Deborah L. McGuiness. 'Ontology Development 101:A Guide to Creating Your First Ontology,' pp.3-9, 2001
  18. Nicola Guarino. 'DOLCE: a Descriptive Ontology for Linguistic and Cognitive Engineering,' http://www.loa-cnr.it/DOLCE.html, 2006
  19. Aditya Kalyanpur, Nada Hashmi, Jenifer Globeck, Bijan Parsia. 'Lifecycle of a Casual Web Ontology Development Process,' Application Design, Develop-ment and Implementation Issues in the Semantic Web, 2004. 1
  20. M. Fern'andez, A. G'omez-P'erez, N. Juristo. 'METHONTOLOGY : From ontological art towards ontological engineering,' In Working Notes of the AAAI Spring Symposium on Ontological Engineering, Stanford, CA, Stanford University, AAAI Press. 1997
  21. C.Masolo, S. Borp, A. Gangemi, N. Guarino, A. Oltramari. 'Wonder Web deliverable D17,' intermediate report 2.0, ISTC-CNR, 2002
  22. Holger Knublauch. 'TopBraidComposer Development Guide Online Help,' website. http://www.topbraid.com/documentation, 2006.
  23. Audrey M. Tam, Clement H.C. Leung. 'Structured Natural-Language Descriptions for Semantic Content Retrieval of Visual Data,' JASIS, 2001. 9 https://doi.org/10.1002/asi.1151
  24. Eric Prud'hommeaux, Andy Seaborne. 'SPARQL Query Language for RDF,' Editors working draft. website. http://www.w3.org/2001/sw/DataAccess/rq23/, 2006
  25. 한국전산원. '웹 온톨로지 개발지침 연구', pp.11-45, 2004. 12

Cited by

  1. Implementation and Design of College Information Retrieval System Based On Ontology vol.16, pp.2, 2012, https://doi.org/10.6109/jkiice.2012.16.2.296