Title :
Representing fuzzy ontologies in OWL 2
Author :
Bobillo, Fernando ; Straccia, Umberto
Author_Institution :
Dept. of Comput. Sci. & Syst. Eng., Univ. of Zaragoza, Zaragoza, Spain
Abstract :
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 Semantic Web languages. 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.
Keywords :
fuzzy set theory; knowledge representation languages; ontologies (artificial intelligence); semantic Web; OWL 2 annotation property; fuzzy ontology language representation; semantic Web languages; Concrete; Fuzzy logic; OWL; Ontologies; Semantics; Syntactics; Uncertainty;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584661