A System of Personalized and Intelligent Tourism Content Service Based on Semantic Web

시맨틱 웹 기반의 개인화 지능형 문화관광 서비스 시스템

  • 주재훈 (동국대학교(경주캠퍼스) 경영.관광대학 경상학부)
  • Published : 2009.09.01

Abstract

Recently, trends of information technology development include offerings of service for personalization, intelligence, and convergence. The research suggested a new tour system that tourists can make their tour packages by applying Semantic Web technology. The system includes ontologies and inference rules for offering intelligent and personalized service. Our system called MYT (Make Your Tour-package) was successfully demonstrated by employing realistic scenarios. Current version of the MYT system needs manager's intervention to link and integrate automatically ontology subsystem and Web service. In further study, the MYT will be extended to the system including a component integrating automatically subsystems and a component capturing and processing context data from RFID/USN.

Keywords

References

  1. 김수경, 안기홍, "기술논리와 SWRL 기반의 웹 온톨로지 모델링," 정보관리학회지, 제25권, 제1호, 2008, pp. 149-171. https://doi.org/10.3743/KOSIM.2008.25.1.149
  2. 김현수, 조재형, 최형림, 홍순구, "공급사슬구성에서 협력적 에이전트를 위한 시맨틱 웹 설계," 정보시스템연구, 제13권, 제2호, 2004, pp. 135-153.
  3. 박상원, 최은정, 박민수, 김정규, 서은석, 박영택, "온톨로지 기반 소셜 네트워크 분석을 이용한 전문가 추천 시스템," 정보과학회논문지: 컴퓨팅의 실제 및 레터, 제15권, 제5호, 2009, pp. 390-394.
  4. 유동희, 서용무, "시맨틱 웹 기술을 이용한 온톨로지기반 호텔 검색 시스템," 한국전자거래학회지, 제13권, 제4호, 2008, pp. 71-92.
  5. 이양원, "A Semantic Web Service for Tourism Information over the Mobile Web," Journal of the Korean Geographical Society, Vol. 42, No. 5, 2007, pp. 788-807.
  6. 이창훈, 김지호, 송오영, "맞춤형 u-City 서비스 제공을 위한 상황인지 추론 시스템," 정보처리학회논문지C, Vol. 16, No. 1, 2009, pp. 109-116. https://doi.org/10.3745/KIPSTC.2009.16-C.1.109
  7. 정대율, "상차림중심의 지능형 수산물 인터넷 쇼핑몰 개발," 정보시스템연구, 제10권, 제2호, 2001, pp. 5-32.
  8. 주재훈, "가상세계문화엑스포와 전자관광시장의 개발", 정보시스템연구, 제9권, 제1호, 2000, pp. 87-108.
  9. 주재훈, "Knowledge Management Based on Semantic Web: Ontology for Tourism Business," 경영연구, 제21권, 제3호, 2006, pp. 259-284.
  10. Antoniou, G. and Harmelen, F., A Semantic Web Primer, Second Ed., The MIT Press, Massachusetts, 2008.
  11. Castilloa, L., Armengolb, E., Onaindíac, E., Sebastiác, L., González-Boticariod, J., Rodríguezd, A., Fernándeze, S., Ariase, J.D., and Borrajoe, D., "SAMAP: An User-oriented Adaptive System for Planning Tourist Visits, Expert Systems with Applications, Vol. 34, Issue 2, 2008, pp. 1318-1332. https://doi.org/10.1016/j.eswa.2006.12.029
  12. FOAF Vocabulary Specification, http://xmlns.com/foaf/0.1
  13. Fodor, O. and H. Werthner, "Harmonise: A Step Toward an Interoperable E-Tourism Markeplace," International Journal of Electronic Commerce, Vol. 9, No. 2, 2004-5, pp. 11-39.
  14. Garcia-Sanchez, F., R. Martinez-Bejar, L. Contreras, J.T. Fernández-Breis, and D. Castellanos-Nieves, "An Ontology-Based Intelligent System for Recruitment," Expert Systems with Applications, Vol. 31, 2006, pp. 248-263. https://doi.org/10.1016/j.eswa.2005.09.023
  15. Grosof, B., I. Horrocks, R. Volz, and S. Decker, "Description Logic Programs: Combining Logic Programs with Description Logic," International World Wide Web Conference Proceeding of the 12th International Conference, Budapest, Hungery, 2003, pp. 48-57.
  16. Holesapple, C.W. and K.D. Joshi, "A Formal Knowledge Management Ontology: Construct, Activities, Resources, and Influences," Journal of the American Society for Information Science and Technology, Vol. 55, No. 7, 2004, pp. 593-612 https://doi.org/10.1002/asi.20007
  17. Hong, J., E. Suh, J. Kim, and S. Kim, "Contest-aware System for Proactive Personalized Service Based on Context History," Expert Systems with Applications, Vol. 26, 2009, pp. 7448-7457.
  18. Horrocks, I., P.F. Patel-Schneider, H. Boley, S. Tabet, B. Grosof, and M. Dean, "SWRL: A Semantic Web Rule Language Combing OWL and RuleML," W3C, 2004, Available at : http://www.w3.org/Submission/2004/SUBM-SWRL-20040521.
  19. Huang, W., D. Webster, D. Wood, and T. Ishaya, "An Intelligent Semantic e-Learning Framework Using Context-aware Semantic Web Technologies," British Journal of Educational Technology, Vol. 37, No. 3, 2006, pp. 351-373. https://doi.org/10.1111/j.1467-8535.2006.00610.x
  20. Huang, Y. and Bian, L., "A Bayesian Network and Analytic Hierarchy Process based Personalized Recommendations for Tourist Attractions over the Internet," Expert Systems with Applications, Vol. 36, Issue 1, 2009, pp. 933-943. https://doi.org/10.1016/j.eswa.2007.10.019
  21. Kanellopoulos, D.N. and Panagopoulos, A.A., "Exploiting Tourism Destinations' Knowledge in an RDF-based P2P Network," Journal of Network and Computer Applications, Vol. 31, 2008, pp. 179-200 https://doi.org/10.1016/j.jnca.2006.03.003
  22. Kim, N., H. Lee, K. Oh, and J. Choi, "Context-aware Mobile Service for Routing the Fastest Subway Path," Expert Systems with Applications, Vol. 36, 2009, pp. 3319-3326. https://doi.org/10.1016/j.eswa.2008.01.054
  23. Kwon, O., J.M. Shin, S.W. Kim, "Context-Aware Multi-Agent Approach to Pervasive Negotiation Support Systems," Expert Systems with Applications, Vol. 31, 2006, pp. 275-285. https://doi.org/10.1016/j.eswa.2005.09.033
  24. Sirin, E., B. Parsia, B.C. Grau, A. Kalyanpur, Y. Katz, "Pellet: A Practical OWL-DL Reasoner," Web Semantics: Science, Service and Agents on the World Wide Web, Vol. 5, 2007, pp. 51-53. https://doi.org/10.1016/j.websem.2007.03.004
  25. Wang, Y., N. Stash, L. Aroyo, P. Gorgels, L. Rutledge, and G. Schreiber, "Recommendations Based on Semantically Enriched Museum Collections," Web Semantics: Science, Service and Agents on the World Wide Web, Vol. 6, 2008, pp. 283-290. https://doi.org/10.1016/j.websem.2008.09.002
  26. Weissenberg, N., R. Gartmann, and A. Voisard, "An Ontology-Based Approach to Personalized Situation-Aware Mobile Service Supply," GeoInformatica, Vol. 1, No. 1, 2006, pp. 55-90.
  27. Xynogalas, S.A., M.K. Chantzara, I.C. Sygkouna, S.P. Vrontis, I.G. Roussaki, and M.E. Anagnostou, "Context Management for the Provision of Adaptive Services to Roaming Users," IEEE Wireless Communications, Vol. 11, No. 2, 2004, pp. 40-47. https://doi.org/10.1109/MWC.2004.1295737