• DocumentCode
    3354436
  • Title

    Research of Information Filtering Based on Vector Space Model

  • Author

    Shuda, Wang ; Jiangping, Liu ; Riu, Wang

  • Author_Institution
    Harbin Univ. of Commerce, Harbin, China
  • Volume
    1
  • fYear
    2009
  • fDate
    28-30 Oct. 2009
  • Firstpage
    42
  • Lastpage
    46
  • Abstract
    Technique of information filtering is mainly applied to characteristic information service and bad information filtering, however the emergence of bad information always mixes up in the customer´s interested information. For overcome the shortage of traditional information filtering only achieve one of aspects applies, through improving vector space model, while building up user filtering model, characteristic information and bad information in the meantime collections train, extraction the characteristic phrase and endow with weight, changing the weight of bad information into negative value, attaining to carry out characteristic service and bad information filtering one time, simplifying filtering process and improving filtering efficiency.
  • Keywords
    information filtering; vectors; bad information filtering; characteristic information filtering; user filtering model; vector space model; Computer science; Gallium nitride; Information filtering; information filtering; statistic model; user flittering mode; vector space model; weight;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Engineering, 2009. WCSE '09. Second International Workshop on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-0-7695-3881-5
  • Type

    conf

  • DOI
    10.1109/WCSE.2009.618
  • Filename
    5403435