본문 바로가기
KERD
논문KCI 등재

시맨틱 웹 환경에서의 레벨화된 컨텍스트 온톨로지를 이용한 추천 기법

Recommendation Method using Levelized Context Ontology Model on the Semantic Web Environmen

2

조회

0

다운로드

1

인용

0

참고문헌

키워드

초록

The Semantic Web is an evolving extension of the WWW in which the semantics of information and services on the web is defined, making it possible for the web to understand and satisfy the requests of people and machines to use the web content. The sementic web relied on the ontologies that structure underling data for the purpose of comprehensive and transportable machine understanding. The Semantic Web relies on the ontologies that structure underlying data for the purpose of comprehensive and transportable machine understanding. And recommendation systems have been developed as a solution to the abundance of choice people face in many situations. This paper shows that the new recommendation method is suitable for effective recommendation on the semantic web. We present a new procedure for improving the effective recommendation by using the levelized context ontology. Our experimental results also confirm that our method has good recommendation time. Our proposed method can be generalized to fit other application domains.

Abstract

The Semantic Web is an evolving extension of the WWW in which the semantics of information and services on the web is defined, making it possible for the web to understand and satisfy the requests of people and machines to use the web content. The sementic web relied on the ontologies that structure underling data for the purpose of comprehensive and transportable machine understanding. The Semantic Web relies on the ontologies that structure underlying data for the purpose of comprehensive and transportable machine understanding. And recommendation systems have been developed as a solution to the abundance of choice people face in many situations. This paper shows that the new recommendation method is suitable for effective recommendation on the semantic web. We present a new procedure for improving the effective recommendation by using the levelized context ontology. Our experimental results also confirm that our method has good recommendation time. Our proposed method can be generalized to fit other application domains.

참고문헌 (20)

  1. Tim Berners-Lee, "The Semantic Web" (2001), Scientific American
  2. Dieter Fensel, "Spinning the Semantic Web" (2003), MIT Press
  3. Grigoris Antoniou, "A Semantic Web Primer" (2004), MIT Press
  4. Gruber, T., "A Translation Approach to Portable Ontology Specifications", Knowledge Acquisition, 5(2), pp.199~220 (1993)
  5. S. A. McIlraith, "Semantic Web Services", IEEE Intelligent Systems, 16(2), pp.46~53 (2001)
  6. Dieter Fensel, "Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce" (2004), Springer
  7. Davies, N. J., "Toward the Semantic Web: Ontology-based Knowledge Management" (2003), John Wiley & Sons
  8. Dell'Erba, M., "Exploiting Semantic Web Technologies for Harmonizing E-Markets", Information Technology and Tourism, 7(3), pp.201~219 (2005)
  9. Latifur Khan, "Retrieval effectiveness of an ontology-based model for information selection", VLDB Journal, 13(1), pp.71~85 (2004)
  10. Maedche. A., "Ontology Learning for the Semantic Web", IEEE Intelligent Systems, 16(2), pp.72~79 (2001)
  11. Edgington, T., "Adopting Ontology to Facilitate Knowledge Sharing", Communications of the ACM, 47(11), pp.85~90 (2004)
  12. McGrath, G. M, "Ontology-Based Website Generation and Utilization for Tourism Services", Information Technology in Hospitality, 4(2), pp.93~106 (2006)
  13. Gordon, M., "Ontologies in a Travel Support System. in: Internet 2005", pp.285~300 (2005), Technical University of Wroclaw Press
  14. S. Poslad, "CRUMPET: Creation of User-friendly Mobile Services Personalised for Tourism", In Proceedings of Second International Conference on 3G Mobile Communication Technologies, pp.28~32 (2001)
  15. Norman Sadeh, "A Semantic Web Environment for Context-Aware Mobile Services", In The Proceedings of Wireless World Research Forum Conference (2001)
  16. Harry Chen, "Creating Context -Aware Software Agents", First International Workshop on Radical Agent Concepts, WRAC 2002, pp.186~200 (2002)
  17. Mark van Setten, "Context-Aware Recommendations in the Mobile Tourist Application COMPASS", LNCS, 3137, pp.235~244 (2004)
  18. T. Strang, "Context Modeling Survey", The Sixth International Conference on Ubiquitous Computing (2004)
  19. T. H. Davenport, "May We Have Your Attention, Please?", Ubiquity, 2(17) (2001)
  20. S. Kim, "Attention-based Information Composition for Multicontext-Aware Recommendation in Ubiquitous Computing", LNCS, 4272, pp.234~237 (2006)

관련 논문AI추천

이 간행물의 다른 논문 (18건)