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Case-Based Reasoning Technology - From Foundations to Applications (Paperback, 1998)
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Case-Based Reasoning Technology - From Foundations to Applications (Paperback, 1998)
Series: Lecture Notes in Artificial Intelligence, 1400
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Humanexpertsarenotsystemsofrules,theyarelibrariesofexperiences.
Riesbeck and Schank (1989, p.15)
Broadlyspeaking,case-basedreasoning(CBR)is concernedwith solvingnew
problems by adapting solutions that worked for similar problems in
the past. As with Arti cial Intelligence in general, case-based
reasoning deals with two di erent aspects of intelligence: A r st
motivation is to establish cog- tive models in order to understand
human thinking and behavior. A second motivationis to
buildsystemswhichhelpto solvereal-worldproblems.These
twofacetscanbeconsideredastwosidesofthesamecoin.Traditionally,CBR
researchinEuropehasconcentratedverymuchonthesecondaspect,though, of
course, successful projects are not possible without a sound
theory. The objective of this book is to summarize the results of
recent years of research in CBR. A strong emphasis is put on
projects performed and - plications developed in Germany. However,
research has not been performed in isolation. Rather, a large
number of cooperations between research sites throughout the world
have been established which provided a fertile ground for the
community. Hence, it is only natural that work from colleagues from
France, Ireland, the Netherlands, and the United States has been
included in this volume. This book is not intended to be a textbook
giving a comprehensive overview of the eld. Rather, the objective
is to consider in detail di - ent potential application areas, to
work out the pros and cons of using CBR and to summarize the
lessons learned from projects. For this, we assume that the reader
already has at least a basic understanding of what case-based
reasoning is all about.
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