• DocumentCode
    2046073
  • Title

    The DCM-Based Web Information Filtering Algorithm and its Application

  • Author

    Luo Chang-ri ; Zhang Fan ; Zhang Xin-hua

  • Author_Institution
    Sch. of Network Educ., Central China Normal Univ., Wuhan
  • fYear
    2009
  • fDate
    23-24 May 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In the past few years, as the volume of junk information on the internet has grown tremendously, researchers´ begun to handle this issue. In this paper, an algorithm, called DCM (Discriminative Category Matching) algorithm is employed to do the content based information filtering system design. To our knowledge, the algorithm is the first introduced into filtering information on the internet. System test results indicate that the algorithm can be used to filter information with high accuracy and low computational cost and storage requirement. Therefore, it is suitable for online information filtering in practice.
  • Keywords
    Internet; category theory; content-based retrieval; information filtering; storage management; DCM-based Web information filtering algorithm; Internet; content based information filtering system design; discriminative category matching algorithm; junk information; online information filtering; storage requirement; Application software; Computational efficiency; Computer applications; Computer science education; Educational institutions; Filtering algorithms; Information filtering; Information filters; Information management; Software algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-3893-8
  • Electronic_ISBN
    978-1-4244-3894-5
  • Type

    conf

  • DOI
    10.1109/IWISA.2009.5073175
  • Filename
    5073175