• DocumentCode
    3177797
  • Title

    Research on the cloud computing oriented recommender system model for mobile commence

  • Author

    Zhang, Yaming ; Liu, Haiou ; Li, Shiyong

  • Author_Institution
    Sch. of Econ. & Manage., Yanshan Univ., Qinhuangdao, China
  • fYear
    2011
  • fDate
    8-10 Aug. 2011
  • Firstpage
    5124
  • Lastpage
    5127
  • Abstract
    Based on analyzing large amount of literatures of the recommender system for mobile commence both home and abroad, this paper summarized its existing problems such as high-dimensional sparse data, centralized management, poor scalability and robust of the recommender system. Then, this paper designed a cloud computing oriented recommender system for mobile commence and presented a novel distributed recommender algorithm based on cloud computing to address the current problems for sake of broader development space and more accurate decision support.
  • Keywords
    cloud computing; mobile computing; recommender systems; centralized management; cloud computing oriented recommender system model; distributed recommender algorithm; high-dimensional sparse data; mobile commence; Business; Cloud computing; Clustering algorithms; Mobile communication; Recommender systems; Scalability; Servers; Cloud Computing; Mobile Commence; Recommender Algorithm; Recommender System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
  • Conference_Location
    Deng Leng
  • Print_ISBN
    978-1-4577-0535-9
  • Type

    conf

  • DOI
    10.1109/AIMSEC.2011.6010794
  • Filename
    6010794