• DocumentCode
    1564500
  • Title

    An Approach for the Implementation of Personalization Recommendation of Text Information Retrieval With TextCC

  • Author

    Zhang, Zhenya ; Zhang, Shuguang ; Wang, Xufa ; Chen, Shuangping ; Cheng, Hongmei

  • Author_Institution
    Microsoft Key Lab. of Multimedia Comput. & Commun., Univ. of Sci. & Technol. of China, Hefei
  • Volume
    2
  • fYear
    2005
  • Firstpage
    754
  • Lastpage
    758
  • Abstract
    To implement personalization recommendation of text information retrieval (TR) based in user-focus, TextCC, a feedforward neural network for instantly classification is adopted to classify query results according to user-focuses of a user in the paper. Experimental results show that the implementation of personalization recommendation with TextCC can lighten the user´s burden induced by the work of filtering valid information from vast information in some degree while the time requirement of TR is satisfied very well
  • Keywords
    feedforward neural nets; information retrieval; word processing; TextCC; feedforward neural network; personalization recommendation; text information retrieval; Equations; Feedforward neural networks; Feeds; Information retrieval; Network topology; Neural networks; Neurons; Probes; Search engines; Web search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9422-4
  • Type

    conf

  • DOI
    10.1109/ICNNB.2005.1614735
  • Filename
    1614735