• DocumentCode
    2032890
  • Title

    A structural information method for evaluating concept similarity

  • Author

    Wang, Lidong ; Gong, Dianxuan

  • Author_Institution
    Dept. of Math., Dalian Maritime Univ., Dalian, China
  • Volume
    4
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    1966
  • Lastpage
    1970
  • Abstract
    Assessing concept similarity is an importance activity in ontology engineering. In this paper, a new similarity measure model is proposed, in which the information content of meet-irreducible elements is employed to evaluate the similarity degree of the two concepts of concept lattice. The proposed method combines featural and structural information into decision and preserves more structure information of concept lattice, which can be viewed as the development of Souza and Davis´s model. Moreover, we give a method to find meet-irreducible elements of concept lattice by using attributes classes, rather than constructing Hasse Diagram or looking through all concepts of the context.
  • Keywords
    content management; ontologies (artificial intelligence); pattern matching; Hasse diagram; Souza and Davis model; concept lattice; concept similarity evaluation; featural information; meet irreducible element; ontology engineering; structural information; structural information method; Analytical models; Computational modeling; Context; Humans; Lattices; Mathematical model; Ontologies; concept lattice; concept similarity; formal concept analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569473
  • Filename
    5569473