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Case-based reasoning

Author: Janet L Kolodner
Publisher: San Mateo, CA : Morgan Kaufmann Publishers, ©1993.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Case-based reasoning is one of the fastest growing areas in the field of knowledge-based systems and this book, authored by a leader in the field, is the first comprehensive text on the subject. Case-based reasoning systems are systems that store information about situations in their memory. As new problems arise, similar situations are searched out to help solve these problems. Problems are understood and  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Kolodner, Janet L.
Case-based reasoning.
San Mateo, CA : Morgan Kaufmann Publishers, ©1993
(DLC) 93035703
(OCoLC)28889808
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Janet L Kolodner
ISBN: 1558602372 9781558602373
OCLC Number: 622932514
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL
Description: 1 online resource (xviii, 668 pages) : illustrations
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: pt. I. Background. 1. What Is Case-Based Reasoning? 2. Case Studies of Several Case-Based Reasoners. 3. Reasoning Using Cases. 4. The Cognitive Model --
pt. II. The Case Library: Representing and Indexing Cases. 5. Representing Cases. 6. Indexing Vocabulary. 7. Methods for Index Selection --
pt. III. Retrieving Cases from the Case Library. 8. Organizational Structures and Retrieval Algorithms. 9. Matching and Ranking Cases. 10. Indexing and Retrieval --
pt. IV. Using Cases. 11. Adaptation Methods and Strategies. 12. Controlling Adaptation. 13. Using Cases for Interpretation and Evaluation. 14. Using Cases: Some Additional Issues --
pt. V. Pulling It All Together. 15. Building a Case-Based Reasoner. 16. Conclusions, Opportunities, Challenges --
Appendix: A Case Library of Case-Based Reasoning Systems.
Responsibility: Janet Kolodner.
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Abstract:

This book presents the state of the art in case-based reasoning. The author synthesizes and analyzes a broad range of approaches, with emphasis on applying case-based reasoning to complex real-world  Read more...

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