• DocumentCode
    3516033
  • Title

    The Research on Concept Semantic Similarity Computing Based on Semantic Tree

  • Author

    Zhang Wei ; Duan Liguo ; Chen Junjie

  • Author_Institution
    Comput. & Software Coll., Taiyuan Univ. of Technol., Taiyuan, China
  • fYear
    2010
  • fDate
    28-29 Oct. 2010
  • Firstpage
    324
  • Lastpage
    327
  • Abstract
    The concept semantic similarity computation has vast application in the question answering system field, semantic similarity is becoming the basis of semantic expansion in the question answering system, and influences the recall rate and precision rate of the question answering system immensely. After we analyze the traditional method of semantic similarity computation, we consider comprehensively the important influential factors: depth, density, strength of the edge and concept semantic overlap degree, concept level difference. The paper presents a semantic tree-based concept semantic similarity computation method, and verifies the algorithm´s validity.
  • Keywords
    query formulation; query processing; question answering (information retrieval); semantic Web; concept semantic similarity computation; precision rate; question answering system; recall rate; semantic tree; Calculators; Equations; Mathematical model; Ontologies; Semantics; Software algorithms; concept semantic similarity; question answering system; semantic distance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
  • Conference_Location
    Huanggang
  • Print_ISBN
    978-1-4244-8148-4
  • Electronic_ISBN
    978-0-7695-4196-9
  • Type

    conf

  • DOI
    10.1109/IPTC.2010.43
  • Filename
    5663220