Case-based reasoning integrations

  • Authors:
  • Cynthia Marling;Mohammed Sqalli;Edwina Rissland;Hector Muñoz-Avila;David Aha

  • Affiliations:
  • -;-;-;-;-

  • Venue:
  • AI Magazine
  • Year:
  • 2002

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Abstract

This article presents an overview and survey of current work in case-based reasoning (CBR) integrations. There has been a recent upsurge in the integration of CBR with other reasoning modalities and computing paradigms, especially rule-based reasoning (RBR) and constraint-satisfaction problem (CSP) solving. CBR integrations with model-based reasoning (MBR), genetic algorithms, and information retrieval are also discussed. This article characterizes the types of multimodal reasoning integrations where CBR can play a role, identifies the types of roles that CBR components can fulfill, and provides examples of integrated CBR systems. Past progress, current trends, and issues for future research are discussed.