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Aggregation operators and fuzzy OWL 2
- Source :
- 20th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2011, pp. 1727–1734, Taipei, Taiwan, 27-30 June 2011, FUZZ-IEEE, info:cnr-pdr/source/autori:Bobillo F., Straccia, U./congresso_nome:20th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2011/congresso_luogo:Taipei, Taiwan/congresso_data:27-30 June 2011/anno:2011/pagina_da:1727/pagina_a:1734/intervallo_pagine:1727–1734
- Publication Year :
- 2011
- Publisher :
- IEEE Computer Society, Los Alamitos [CA], USA, 2011.
-
Abstract
- 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.
- Subjects :
- Fuzzy classification
business.industry
Fuzzy set
InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL
Web Ontology Language
Ontology language
Semantics
Fuzzy logic
Description Logics
ComputingMethodologies_PATTERNRECOGNITION
TheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGES
Fuzzy Logic
Fuzzy set operations
Artificial intelligence
ComputingMethodologies_GENERAL
T-norm fuzzy logics
business
computer
computer.programming_language
Mathematics
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- 20th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2011, pp. 1727–1734, Taipei, Taiwan, 27-30 June 2011, FUZZ-IEEE, info:cnr-pdr/source/autori:Bobillo F., Straccia, U./congresso_nome:20th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2011/congresso_luogo:Taipei, Taiwan/congresso_data:27-30 June 2011/anno:2011/pagina_da:1727/pagina_a:1734/intervallo_pagine:1727–1734
- Accession number :
- edsair.doi.dedup.....4b2b0a8bcc9bedf4cd0d5d8d843a1f83