• DocumentCode
    3155926
  • Title

    Research on Information Filtering Approach Based on a Novel Bayes Algorithm

  • Author

    Huang, Shurong

  • Author_Institution
    Sch. of Unigraphics, Yancheng Inst. of Technol., Yancheng, China
  • Volume
    2
  • fYear
    2010
  • fDate
    12-14 Nov. 2010
  • Firstpage
    307
  • Lastpage
    309
  • Abstract
    Information filtering is one of the most important techniques of information retrieve system or search engine. The paper put forward an approach of novel Bayes-based information filtering, which greatly improved the accuracy of retrieve system. User´s requirements were expressed in profile and been added weights of the system. An example was given to demonstrate the efficiency of the information filtering technique of this system.
  • Keywords
    belief networks; information filtering; search engines; Bayes algorithm; information filtering; information retrieve system; search engine; Accuracy; Algorithm design and analysis; Classification algorithms; Information filtering; Training; Training data; bayes algorithm; information filtering; information retrieve system; sample space; search engine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Science, Engineering Design and Manufacturing Informatization (ICSEM), 2010 International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4244-8664-9
  • Type

    conf

  • DOI
    10.1109/ICSEM.2010.170
  • Filename
    5640210