• DocumentCode
    2309093
  • Title

    Reseach of information filtering model based on BP artificial neural network And Genetic Algorithm

  • Author

    Chi, Xuezhi

  • Author_Institution
    Shandong Normal Univ., Jinan, China
  • Volume
    4
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    1788
  • Lastpage
    1791
  • Abstract
    Information filtering has become a hot research topic. This paper gives a research and discuss to the implemention of BP artificial neural network And Genetic Algorithm in Information filtering, including BP artificial neural network, Genetic Algorithm, text feature extraction, learning method, etc. It also describes a Information filtering model based on BP artificial neural network, The experimental result indicates that this model work reliably, and filter efficiency distinct enhancement.
  • Keywords
    backpropagation; genetic algorithms; information filtering; neural nets; BP artificial neural network; backpropagation; genetic algorithm; information filtering model; Artificial neural networks; Feature extraction; Information filters; Libraries; Training; BP artificial neural network; Genetic Algorithm; Information filtering; Vector Space Model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5584445
  • Filename
    5584445