Five Perspectives on Case Based Reasoning

Authors:
Zhaohao Sun;Jun Han;Dong Dong
Affiliations:
School of Computer Science and Technology, College of Mathematics and Information Science, Hebei Normal University, Shijiazhuang, China 050016;School of Computer Science, Beihang University, Beijing, China 100083;School of Computer Science and Technology, College of Mathematics and Information Science, Hebei Normal University, Shijiazhuang, China 050016
Venue:
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Year:
2008

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Abstract

This article examines case-based reasoning (CBR) from five dif ferent perspectives: cognitive, process-oriented, logical, intelligent, and hy brid perspective. These five perspectives cover the majority of CBR research and development and classify CBR into five categories consequently: Cog nitive CBR, process CBR, logical CBR, intelligent CBR and hybrid CBR. This article looks at each of these perspectives on CBR from a unified view point taking into account corresponding fundamentals, applications and re lated issues. The proposed approach can facilitate research and development of CBR and its applications.