• DocumentCode
    1663688
  • Title

    Design and implementation of personalized search model on user´s interest

  • Author

    Zhang, Yanhui ; Wang, Xiaoming ; OuYang, Hui

  • Author_Institution
    Department of Computer, Jinan, University, Guangzhou, China
  • fYear
    2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The traditional information retrieval technology can not satisfy the personalized queries. To solve this problem, we have researched and improved the standard BP algorithm to find user´s potential demands, and finally an improved BP neural network algorithm based on personalized search method is proposed. The experiment shows that the algorithm can effectively enhance BP algorithm convergent speed and avoid falling into local minimum, and significantly improve the recommendation quality of the personalization system.
  • Keywords
    Artificial neural networks; Computational modeling; Computers; Filtering algorithms; Helium; Software; Software algorithms; BP neural network; activation function; personalized service; search engine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E -Business and E -Government (ICEE), 2011 International Conference on
  • Conference_Location
    Shanghai, China
  • Print_ISBN
    978-1-4244-8691-5
  • Type

    conf

  • DOI
    10.1109/ICEBEG.2011.5882807
  • Filename
    5882807