Case‐Based Reasoning: an overview

  • Authors:
  • Ramon López de Mántaras;Enric Plaza

  • Affiliations:
  • IIIA‐Artificial Intelligence Research Institute, CSIC‐Spanish National Research Council, Campus Universitat Autonoma de Barcelona, 08193 Bellaterra, Spain E‐mail: mantaras&com ...;IIIA‐Artificial Intelligence Research Institute, CSIC‐Spanish National Research Council, Campus Universitat Autonoma de Barcelona, 08193 Bellaterra, Spain E‐mail: mantaras&com ...

  • Venue:
  • AI Communications
  • Year:
  • 1997

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Abstract

This paper contains a brief overview of Case‐Based Reasoning (CBR) with an emphasis on European activities in the field. The main objective was to have a balance between brevity and expressiveness and providing helpful pointers to the field. It identifies major open problems of CBR associated with: retrieval/selection, memory organization, matching, adaptation/evaluation, forgetting and, finally, integration with other techniques. It is intended for readers with knowledge in the area and contains a list of more than one hundred references in the field.