PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Bobillo F., Straccia U. Aggregation operators and fuzzy OWL 2. In: FUZZ-IEEE 2011 - 20th IEEE International Conference on Fuzzy Systems (Taipei, Taiwan, 27-30 June 2011). Proceedings, pp. 1727 - 1734. IEEE, 2011.
 
 
Abstract
(English)
Fuzzy Description Logics (Fuzzy DLs) are logics that allow to deal with structured knowledge affected by fuzziness. Fuzzy DLs are at the heart of Fuzzy OWL 2, a fuzzy version of the standard ontology language OWL 2. Although a relatively important amount of work has been carried out in the last years, fuzzy DLs are open to be extended with several features worked out in other fields. In particular, the integration of aggregation operators (AOs) in fuzzy DLs has received little attention so far. In this work, we show how to support aggregation operators in fuzzy DLs. We provide syntax and semantics of a fuzzy DL extended with AOs, and provide a calculus for a family of AOs (weighted sum, OWA and quantifier-guided OWA). We also show how to encode them into our proposal for Fuzzy OWL 2.
Subject Description Logics
Fuzzy Logic
F.4 MATHEMATICAL LOGIC AND FORMAL LANGUAGES


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