• DocumentCode
    530462
  • Title

    Study on internet recommendation system of collaborative filtering based on scatter difference

  • Author

    Gong, Yuxi ; Xue, Qingjun

  • Author_Institution
    Inst. of Comput. Eng., Qingdao Technol. Univ., Qingdao, China
  • Volume
    1
  • fYear
    2010
  • fDate
    24-26 Aug. 2010
  • Firstpage
    160
  • Lastpage
    163
  • Abstract
    For the phonemon for over fitting in the current recommendation system, put forward using the fuzzy scatter difference to the recommendation algorithm. The algorithm avoids the robustness in original collaborative filtering recommendation system for only calculating the user´s similarities. The Experimental results show that the system has good accuracy and efficiency of the recommendation under the three indexes of MAE, RMSE and correlation, especially in the case of sparse initial data.
  • Keywords
    Internet; fuzzy set theory; groupware; information filtering; recommender systems; Internet recommendation system; MAE; RMSE; collaborative filtering; fuzzy scatter difference; over fitting; Lead; over-fitting; recommendation system; scatter difference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4244-7957-3
  • Type

    conf

  • DOI
    10.1109/CMCE.2010.5609625
  • Filename
    5609625