John Zeleznikow
Abstract
As someone who has been performing research in case based reasoning for the past five years, I had eagerly awaited the arrival of Janet Kolodner's monumental treatise on case based reasoning. While I found the book invaluable, the depth in which topics are covered, and the number of issues raised in Kolodner's book, make it unsuitable for browsing. Dedicated graduate students and researchers will greatly benefit from studying Kolodner's book; however I would hesitate before recommending it to novices. The latter group would be better served by reading one of the numerous review articles on case based reasoning that have recently appeared (see below), or by reading the shorter introduction in [7].
- Ashley, K. D. 1991. Modelling legal argument: Reasoning with cases and hypotheticals. Cambridge: MIT Press. Google Scholar
Digital Library
- Ashley, K. D. 1992. Case-based reasoning and its implications for legal expert systems. Artificial Intelligence and Law 1(2):113--208.Google ScholarDigital Library
- Bareiss, E. R. 1991. Proceedings of a DARPA Workshop on Case Based Reasoning. San Mateo: Morgan Kaufmann.Google Scholar
- Hammond, K. J. 1989. Case-based planning: Viewing planning as a memory task. San Diego: Academic Press. Google ScholarDigital Library
- Advances in Case-Based Reasoning: Second European Workshop, EWCBR-94, Chantilly, France (November). 1994. Selected Papers. 1995. VIII, pp. 307.Google Scholar
- Veloso, M. and Aamodt, A. (Eds.). 1995. Case-Based Reasoning Research and Development, First International Conference Proceedings. Sesimbra, Portugal (October). 576 pp. Google ScholarDigital Library
- Kolodner, J. 1992. An introduction to case-based reasoning. Artificial Intelligence Review 6(1):3--34.Google ScholarCross Ref
- Riesbeck, C. K. and Schank, R. C. 1989. Inside case based reasoning. Hillsdale: Lawrence Erlbaum. Google ScholarDigital Library
- Watson, I. D. and Marir, F. Case-Based Reasoning: A Review. The Knowledge Engineering Review 9(4).Google Scholar
- Wess, S., Althoff, K. and Richter, M. (eds.), 1994. Topics in Case Based Reasoning, Lecture Notes in Artificial Intelligence, Springer Verlag, pp. 837. Google ScholarDigital Library
- Zeleznikow, J. and Hunter, D. 1995. Reasoning paradigms in legal decision support systems. Artificial Intelligence Review 9(6):361--385. Google ScholarDigital Library
Recommendations
Book review: Uncertain Reasoning Edited by Glenn Shafer and Judea Pearl (Morgan Kaufmann Publishers, Inc., San Mateo, California)
This book belongs to the wonderful Morgan Kaufmann Reading series. It is a collection of classical papers on uncertain reasoning, with explanatory introduction in the beginning of every section.
Book review: The Benchmarking Handbook for Database and Transaction Processing Systems Edited by Jim Gray (Morgan Kaufmann Publishers, Inc., 1991)
This book is a short, complete summary of the most important approaches to performance measurements of database systems and transaction processing systems. It is intended to serve as a tutorial for the novice and a reference for the professional. ...
Abductive case-based reasoning: Research Articles
This article introduces abductive case-based reasoning (CBR) and attempts to show that abductive CBR and deductive CBR can be integrated in clinical process and problem solving. Then it provides a unified formalization for integration of abduction, ...
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