Classification problems in object-based representation systems

Amedeo Napoli 1
1 ORPAILLEUR - Knowledge representation, reasonning
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : Classification is a process that consists in two dual operations: generating a set of classes and then classifying given objects into the created classes. The class generation may be understood as a learning process and object classification as a problem-solving process. The goal of this position paper is to introduce and to make precise the notion of a classification problem in object-based representation systems, e.g. a query against a class hierarchy, to define a subsumption relation between classifications problems, and to analyze the way a classification problem can be solved with respect to a class hierarchy.
Type de document :
Communication dans un congrès
P. Lambrix & A. Borgida & M. Lenzerini & R. Moeller & P. Patel-Schneider. International Workshop on Description Logics - Dl'99, 1999, Linkoepings Universitet, Sweden, Linkoepings Universitet, Sweden, pp.169-171, 1999
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Soumis le : mardi 26 septembre 2006 - 08:37:31
Dernière modification le : jeudi 11 janvier 2018 - 06:19:55
Document(s) archivé(s) le : mercredi 29 mars 2017 - 12:35:10

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Amedeo Napoli. Classification problems in object-based representation systems. P. Lambrix & A. Borgida & M. Lenzerini & R. Moeller & P. Patel-Schneider. International Workshop on Description Logics - Dl'99, 1999, Linkoepings Universitet, Sweden, Linkoepings Universitet, Sweden, pp.169-171, 1999. 〈inria-00098788〉

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