TítolRefinement-Based Similarity Measure over DL Conjunctive Queries
Publication TypeConference Paper
Year of Publication2013
AuthorsSánchez-Ruiz-Granados AA, Ontañón S, González-Calero PA
EditorDelany SOntañón
Conference NameICCBR 2013, International Conference on Case Based reasoning
Volume7969
EditorSpringer
Conference LocationSaratoga Springs, NY, USA
Paginació270-284
Date Published08/07/2013
ISBN Number978-3-642-39055-5
Paraules clauCBR, Description Logics, Similarity
Resum

Similarity assessment is a key operation in case-based reasoning and other areas of artificial intelligence. This paper focuses on measuring similarity in the context of Description Logics (DL), and specifically on similarity between individuals. The main contribution of this paper is a novel approach based on measuring similarity in the space of Conjunctive Queries, rather than in the space of concepts. The advantage of this approach is twofold. On the one hand it is independent of the underlying DL, and thus, there is no need to design similarity measures for different DL, and on the other hand, the approach is computationally more efficient than searching in the space of concepts.