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http://dx.doi.org/10.5391/JKIIS.2008.18.2.175

A Study on Service Composition Using Case-Based Reasoning  

Kim, Kun-Su (성균관대학교 전자전기컴퓨터공학과)
Lee, Dong-Hoon (성균관대학교 전자전기컴퓨터공학과)
Park, Doo-Kyung (성균관대학교 전자전기컴퓨터공학과)
Lee, Jee-Hyong (성균관대학교 전자전기컴퓨터공학과)
Publication Information
Journal of the Korean Institute of Intelligent Systems / v.18, no.2, 2008 , pp. 175-182 More about this Journal
Abstract
Context-aware service environment should provide many kinds of services according to users' requests. Users want a great variety of services. In response to their demands the service provider should make a new service every time. But making a new service every time may be inefficient even for a small number of users' requests. So, there are studies on how to efficiently support various and complex requests fFom users. In many researches, service compositions have lately attracted considerable attention. However, existing researches have mainly focused on Web services. So they are not proper to rapidly providing services in response to users' requests, especially In context-aware service environment. This paper proposes a rapid service composition using case-based reasoning. For evaluating the proposed algorithm we implement 'purchasing seTvice agent'. With this system, we compare our algorithm and the existing service composition algorithms.
Keywords
Case-based Resoning; Service Composition; Clustering;
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1 O. Graciela Fragoso Diaz, R. Santaolay Salgado, I. Solis Moreno, G. Rodriguesz Ortiz, "Searching and Selecting Web Services using Case-based Reasoning," ICCSA, Vol. 3983, pp. 50-57, 2006
2 OWL-S Home Page, "http://www.daml.org/services/owl-s/1.1/overview," 2004
3 이재규, 전문가시스템 : 원리와 개발, 법영사, 2004
4 N. Arshardi, I. Jurisica, "Data Mining for Case-Based Reasoning in High-Dimensional Biological Domains," IEEE Transactions on Knowledge and Data Engineering, Vol. 17, pp. 1127-1137, 2005   DOI   ScienceOn
5 B. W. Porter, R. E. Bareiss, "PROTOS : An experiment in knowledge acquisition for heuristic classification tasks," Proceedings of the 1st International Meeting on Advances in Learning, pp. 159-174, 1986
6 K. Erol, J. Hendler, D. S. Nau, "UMCP : A Sound and Complete Planning Procedure for Hierarchical Task-Network Planning," Proceeding of the 2nd International Conference on Aitificial Intelligence Planning Systems, pp. 95-102, 1994
7 현우석, "퍼지 클러스터링을 이용한 사례기반 추론의 성는 개선," 한국퍼지및지능시스템학회 학술대회지, pp. 100-103, 2002
8 Q. Yang, J. Wu, "Enhancing the Effectiveness of Interactive Case-based Reasoning with Clustering and Decision Forests," Applied Intelligence, Vol. 14, pp. 49-64, 2001   DOI   ScienceOn
9 Z. Li, Y. Liu, F. Li, S. Yang, "Case Base Maintenance based on Outlier Data Mining," Proceedings of the 4th International Conference on Machine Learning and Cybernetics, Vol. 5, pp. 2861-2864, 2005
10 김재홍, 하영국, 박천수, 장민수, 이미경, 윤여훈, 손주찬, "URC를 위한 명령 분석 및 서비스 계획 기술," 전자통신 동향 분석, 제20권, 2호, pp. 67-75, 2005
11 D. S. Nau, "SHOP2 : An HTN Planning System," Journal of Artificial Intelligence Research, pp. 379-404, 2003
12 B. Limthanmaphon, Y. Zhang, "Web Service Composition with Case-based Reasoning," Proceedings of the 14th Australasian database conference, Vol. 17, pp. 201-208, 2003