• DocumentCode
    3386316
  • Title

    The retrieval system based on concept extending

  • Author

    Zhang, Maoyuan ; Liu, Ming

  • Author_Institution
    Dept. of Comput. Sci., HuaZhong Normal Univ., Wuhan, China
  • Volume
    2
  • fYear
    2009
  • fDate
    28-29 Nov. 2009
  • Firstpage
    365
  • Lastpage
    368
  • Abstract
    At present, the retrieval approaches could not match the concept with identical meaning but dissimilar expression. To aim at solving the problem, this paper puts forward a retrieval model based on concept extending. The system model is composed of three levels, which are the query level, the concept extending level, and the retrieval level. In the model, an extending method based on concept is proposed to extend user´s query from the concept hierarchy. This paper not only describes its extending algorithm after presenting a concept similarity between words, but also analyzes the merits of the extending method. Moreover, a result ranking method based on concept is proposed, to filter out the results with low scores at the concept level. In addition, the experiment´s result shows that the concept extending approach has improved the performance of retrieval system.
  • Keywords
    information filtering; query processing; concept extending; query level; result ranking method; results filtering; retrieval system; Algorithm design and analysis; Application software; Computational intelligence; Computer industry; Computer science; Content based retrieval; Filters; Fuzzy set theory; Humans; Information retrieval; concept extending; ranking; similarity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Industrial Applications, 2009. PACIIA 2009. Asia-Pacific Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4606-3
  • Type

    conf

  • DOI
    10.1109/PACIIA.2009.5406582
  • Filename
    5406582