• DocumentCode
    3373748
  • Title

    Improved algorithm of ontology mapping based on semantic Web

  • Author

    Lihua Zhang ; Gaoyuan Liu ; Xinfa Dong

  • Author_Institution
    Pingdingshan Financial Sch., Pingdingshan, China
  • Volume
    9
  • fYear
    2011
  • fDate
    12-14 Aug. 2011
  • Firstpage
    4802
  • Lastpage
    4804
  • Abstract
    This paper analyzes the two existing problems in ontology matching algorithm based on semantic Web. It presents a new algorithm, which uses ontology matching based on virtual document to retrieval synset in the WordNet, and changes a single concept used by ontology searching into a concept set, so it can enlarge searching scope and obtain more background ontology. It uses dynamic ontology matching based on semantic environment to exclude wrong background ontology, so it can get more precision in ontology collecting. Experimental result shows precision and recall of matching improved effectively by using the improved algorithm.
  • Keywords
    document handling; information retrieval; ontologies (artificial intelligence); semantic Web; WordNet; background ontology; ontology mapping; ontology matching algorithm; ontology searching; retrieval synset; semantic Web; virtual document; Algorithm design and analysis; Heuristic algorithms; Ontologies; Semantic Web; Semantics; Vocabulary; mapping; ontology; semantic Web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
  • Conference_Location
    Harbin, Heilongjiang
  • Print_ISBN
    978-1-61284-087-1
  • Type

    conf

  • DOI
    10.1109/EMEIT.2011.6024113
  • Filename
    6024113