Case adaptation with qualitative algebras

Authors:
Valmi Dufour-Lussier;Florence Le Ber;Jean Lieber;Laura Martin
Affiliations:
LORIA, Université de Lorraine, CNRS, UMR, Inria, Vandœuvre;ICUBE, Université de Strasbourg, ENGEES, CNRS, Strasbourg;LORIA, Université de Lorraine, CNRS, UMR, Inria, Vandœuvre;INRA, ASTER-Mirecourt, Mirecourt
Venue:
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Year:
2013

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Abstract

This paper proposes an approach for the adaptation of spatial or temporal cases in a case-based reasoning system. Qualitative algebras are used as spatial and temporal knowledge representation languages. The intuition behind this adaptation approach is to apply a substitution and then repair potential inconsistencies, thanks to belief revision on qualitative algebras. A temporal example from the cooking domain is given.