Case-based reasoning /

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...

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Bibliographic Details
Main Author: Kolodner, Janet L.
Corporate Author: ScienceDirect (Online service)
Format: eBook
Language:English
Language Notes:English.
Published: San Mateo, CA : Morgan Kaufmann Publishers, ©1993.
Subjects:
Online Access:Connect to the full text of this electronic book
Table of 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.