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Communication Dans Un Congrès Année : 2012

Belief revision-based case-based reasoning

Résumé

Adaptation is a task of case-based reasoning (CBR) that aims at modifying a case to solve a new problem. Now, belief revision deals also about modifications. This paper studies how some results about revision can be applied to formalize adaptation and, more widely, CBR. Revision operators based on distances are defined in formalisms frequently used in CBR and applied to define an adaptation operator that takes into account the domain knowledge and the adaptation knowledge. This approach to adaptation is shown to generalize some other approaches to adaptation, such as rule-based adaptation.
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Dates et versions

hal-00763220 , version 1 (10-12-2012)

Identifiants

  • HAL Id : hal-00763220 , version 1

Citer

Julien Cojan, Jean Lieber. Belief revision-based case-based reasoning. ECAI-2012 Workshop SAMAI, Gilles Richard, Aug 2012, Montpellier, France. pp.33--39. ⟨hal-00763220⟩
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