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Representation in case-based reasoning

Published online by Cambridge University Press:  08 May 2006

RALPH BERGMANN
Affiliation:
University of Trier, Business Information Systems II, 54286 Trier, Germany; e-mail: bergmann@uni-trier.de
JANET KOLODNER
Affiliation:
Georgia Institute of Technology, Atlanta, GA 30032-0280, USA; e-mail: janet.kolodner@cc.gatech.edu
ENRIC PLAZA
Affiliation:
IIIA—Institut d'Investigació en Intelligència Artificial, Campus UAB, 08193 Bellaterra, Catalonia, Spain; e-mail: enrich@iiia.csic.es

Abstract

A case in case-based reasoning is a contextualized piece of experience, which can be represented in various forms. Traditional approaches can be classified into three main categories: feature vector representations, structured representations, and textual representations. More sophisticated approaches make use of hierarchical representations or generalized cases. For particular tasks such as design and planning highly specific representations have been developed.

Type
Research Article
Copyright
2006 Cambridge University Press

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