Case-based reasoning (CBR) is a flourishing paradigm for reasoning and learning in artificial intelligence, with major research efforts and burgeoning applications extending the frontiers of the field.This book provides an introduction for students as well as an up-to-date overview for experienced researchers and practitioners. It examines the field in a "case-based" way, through concrete examples of how key issues -- including indexing and retrieval, case adaptation, evaluation, and application of CBR methods -- are being addressed in the context of a range of tasks and domains. Complementing these case studies are commentaries by leading researchers on the lessons learned from experiences with CBR and visions for the roles in which case-based reasoning can have the greatest impact.A tutorial introduction by Janet Kolodner, one of the originators of CBR, and David Leake makes the book accessible to students and developers starting to apply case-based reasoning. The volume can also serve as a suitable companion for a CBR or introductory AI textbook.
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David B. Leake is Assistant Professor of Computer Science at Indiana University.
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2 of 5 people found the following review helpful:
4.0 out of 5 stars
good,
This review is from: Case-Based Reasoning: Experiences, Lessons, and Future Directions (Paperback)
yes the book addresses to basics. but some live and practical examples sould have been included.
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- Case-Based Reasoning Research and Development: Third International Conference on Case-Based Reasoning, ICCBR-99, Seeon Monastery, Germany, July 27-30, ... / Lecture Notes in Artificial Intelligence) by Klaus-Dieter Althoff on page 217, page 231, and page 495
- Practical Aspects of Knowledge Management on page 143, and page 645
- Managing Knowledge with Artificial Intelligence: An Introduction with Guidelines for Nonspecialists by Kevin C. Desouza in Back Matter (1), and Back Matter (2)
- Applying Case-Based Reasoning: Techniques for Enterprise Systems (The Morgan Kaufmann Series in Artificial Intelligence) by Ian Watson in Back Matter (1), and Back Matter (2)
- Designing Smart Homes: The Role of Artificial Intelligence (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence) by Juan Carlos Augusto on page 128, and page 130
See all 25 books citing this book
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