• DocumentCode
    1675853
  • Title

    The application of link prediction in web recommendation systems

  • Author

    Zhang, Rui

  • Author_Institution
    College of Information and Engineering, Lanzhou University of Finance and Economics, Gansu Lanzhou, China
  • fYear
    2011
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    The link prediction in complex networks is about how to predict the possibility about the connection of unknown nodes via analyzing known nodes inside the network. Considering the current needs of the education websites as the starting point, this paper introduces the specific content of the link prediction based on detailed link-node similarity prediction methods. And this paper describes the measurement accuracy of the node similarity. This provides a guideline for the development of web recommendation systems.
  • Keywords
    Accuracy; Collaboration; Communities; Complex networks; Filtering; Guidelines; Indexes; complex networks; link prediction; node similarity; similarity index;
  • 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.2011.5886961
  • Filename
    5886961