• DocumentCode
    693236
  • Title

    Fuzzy ontology respresentation with fuzzy owl

  • Author

    Fa-Gui Liu ; Yong-Xue Huang ; Yue-Dong Lin

  • Author_Institution
    Dept. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou, China
  • Volume
    04
  • fYear
    2013
  • fDate
    14-17 July 2013
  • Firstpage
    1752
  • Lastpage
    1757
  • Abstract
    Ontology is a research for machine understandable semantic information, which is the foundation for semantic web service description. Efforts are being made to research fuzzy ontology for expressing inherent fuzzy/imprecise information. But the description language for fuzzy ontology is still under discussion and there is no widely agreed standard yet. In this context, a fuzzy description language - fuzzy owl for Fuzzy SROIQ(D) with self-defined fuzzy data type and fuzzy modifier is proposed. Fuzzy owl is equipped with independent terminologies and grammars, that it´s able to express fuzzy concepts, extended fuzzy data types, variables and fuzzy modifiers. A parser and an editor are developed to edit fuzzy ontology visibly and generate fuzzy owl files automatically, which eases the trouble of creating fuzzy ontology manually.
  • Keywords
    Web services; fuzzy set theory; grammars; knowledge representation languages; ontologies (artificial intelligence); editor; fuzzy OWL; fuzzy SROIQ(D); fuzzy data types; fuzzy description language; fuzzy modifiers; fuzzy ontology respresentation; grammars; machine understandable semantic information; parser; self-defined fuzzy data type; semantic Web service description; Abstracts; OWL; Ontologies; Fuzzy description logic; Fuzzy ontology; Fuzzy owl;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
  • Conference_Location
    Tianjin
  • Type

    conf

  • DOI
    10.1109/ICMLC.2013.6890881
  • Filename
    6890881