PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Bobillo F., Straccia U. Fuzzy ontology representation using OWL 2. In: International Journal of Approximate Reasoning, vol. 52 (7) pp. 1073 - 1094. Elsevier, 2011.
 
 
Abstract
(English)
The need to deal with vague information in Semantic Web languages is rising in importance and, thus, calls for a standard way to represent such information. We may address this issue by either extending current Semantic Web languages to cope with vagueness, or by providing a procedure to represent such information within current standard languages and tools. In this work, we follow the latter approach, by identifying the syntactic differences that a fuzzy ontology language has to cope with, and by proposing a concrete methodology to represent fuzzy ontologies using OWL 2 annotation properties. We also report on some prototypical implementations: a plug-in to edit fuzzy ontologies using OWL 2 annotations and some parsers that translate fuzzy ontologies represented using our methodology into the languages supported by some reasoners.
URL: http://www.sciencedirect.com/science/article/pii/S0888613X11000855
DOI: 10.1016/j.ijar.2011.05.003
Subject Fuzzy description logic
OWL 2
F.4 MATHEMATICAL LOGIC AND FORMAL LANGUAGES


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