Opportunistic Adaptation Knowledge Discovery

Fadi Badra 1 Amélie Cordier 2 Jean Lieber 1
1 ORPAILLEUR - Knowledge representation, reasonning
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
2 SILEX - Supporting Interaction and Learning by Experience
LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
Abstract : Adaptation has long been considered as the Achilles' heel of case-based reasoning since it requires some domain-specific knowledge that is difficult to acquire. In this paper, two strategies are combined in order to reduce the knowledge engineering cost induced by the adaptation knowledge (CA) acquisition task: CA is learned from the case base by the means of knowledge discovery techniques, and the CA acquisition sessions are opportunistically triggered, i.e., at problem-solving time.
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Fadi Badra, Amélie Cordier, Jean Lieber. Opportunistic Adaptation Knowledge Discovery. 8th International Conference on Case-Based Reasoning - ICCBR 2009, Jul 2009, Seattle, United States. pp.60-74, ⟨10.1007/978-3-642-02998-1_6⟩. ⟨inria-00437693⟩

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