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A Method for Automatic Provision of Personalized Community Service using Situation based Self-growing User Model  

Lee, Chang-Yeul (아주대학교 유비쿼터스시스템연구센터)
Cho, Kyoo-Chan (아주대학교 유비쿼터스시스템연구센터)
Kim, Hyeon-Sook (아주대학교 유비쿼터스시스템연구센터)
Cho, We-Duke (아주대학교 전자공학부)
Publication Information
Journal of KIISE:Computing Practices and Letters / v.14, no.7, 2008 , pp. 738-742 More about this Journal
Abstract
The user model is an indispensable factor for providing users with personalized. services in the ubiquitous computing environment. In general user models, services which users prefer should be described in advance so that the system can recognize and interpret them automatically. Also, user's preferences as to the change of situation are not reflected in general user models due to their ignoring the situation. In this paper, we propose the self-growing user model which learns user experience and the system which automatically provides personalized community services through extracting user preferring services by situation.
Keywords
ubiquitous computing; community computing; user model; personalized service; context aware;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 Cinotti T.S., Garzotto, F., Muzii, R., Malavasi, M., Galasso, S., Raffa, G., Roffia, L., Varlese, V.. 'Evaluating Context-aware Mobile Applications in Museums: Experiences from the MUSE Project,' Proceedings of the Eighth Annual Conference on Museums and the Web. (2004)
2 김현숙, 조규찬, 이창열, 조위덕. 'SOA 기반의 커뮤니티 컴퓨팅 시스템', 정보과학회 종합학술대회 커뮤니티 컴퓨팅 워크샵 발표집. (2007)
3 Hyeonsook Kim. Community Manager : Dynamic Collaboration Solution on Heterogeneous Environment. Proceedings of IEE ICPS 2006. 39-46. (2006)
4 Chen, Harry, Tim Finin, and Anupam Joshi. 'An Intelligent Broker for Context-Aware Systems,' Adjunct Proceedings of Ubicomp 2003, Seattle, Washington, USA, October 12-15. (2003)
5 Heckmann, D., 'Ubiquitous User Modeling,' PhD thesis, Department of Computer Science, Saarland University, Germany. (2005)
6 Davies, N., Cheverst, K., Mitchell, K., Efrat, A.. 'Using and determining location in a context-sensitive tour guide,' IEEE Computer Society Press 34(8). (2001)
7 강경란, 김민구. '커뮤니티 컴퓨팅 : 협업 기반의 환경 자동 적응의 컴퓨팅 모델', 한국 정보과학회지 12월호. (2006)   과학기술학회마을
8 O. Lassila and R. R. Swick. 'Resource Description Framework (RDF) model and syntax specification,' W3C Working Draft WD-rdf-syntax-19981008. See http://www.w3.org/TR/WD-rdf-syntax. http://citeseer.ist.psu.edu/article/lassila98resource.html
9 Berkovsky S., Aroyo L., Heckmann D., Houben G.. 'Predicting User Experiences through Cross-Context Reasoning,' Proceedings of 14th Workshop on Adaptivity and User Modeling in Interactive Systems (2006)
10 Kuwahara, N., Noma, H., Kogure, K., Hagita, N., Tetsutani, N., Iseki, H., 'Wearable auto-event-recording of medical nursing,' Proceedings of the Ninth IFIP TC13 International Conference on Human-Computer Interaction. (2003)