• DocumentCode
    483205
  • Title

    Research on Tree Segmentation-based Ontology Mapping

  • Author

    Li, Liansheng ; Huang, Lihui ; Guan, Qinghua ; Xu, Dezhi

  • Author_Institution
    Hunan Univ. of Sci. & Eng., Yongzhou
  • fYear
    2009
  • fDate
    23-25 Jan. 2009
  • Firstpage
    89
  • Lastpage
    92
  • Abstract
    Ontology mapping is a core task to achieve interoperability among the distributed and heterogeneous ontologies. The quality of ontology mapping is still not good due to the inconsideration of semantic information of the ontology. This paper proposes an ontology mapping method based on tree segmentation. It first divides the ontology into a set of sub-trees with different granularities according to the structure of the ontologies, then use Sub-tree Mapping Algorithm to map them. Preliminary experiments demonstrate that the proposed mapping method performs well in both precision and recall compared with the current mapping methods.
  • Keywords
    ontologies (artificial intelligence); open systems; tree data structures; distributed ontology; heterogeneous ontology; interoperability; sub-tree mapping algorithm; tree segmentation-based ontology mapping; Classification tree analysis; Data engineering; Data mining; Knowledge engineering; Ontologies; Semantic Web; Statistical distributions; Tree graphs; Vegetation mapping; ontology mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
  • Conference_Location
    Moscow
  • Print_ISBN
    978-0-7695-3543-2
  • Type

    conf

  • DOI
    10.1109/WKDD.2009.135
  • Filename
    4771885