• DocumentCode
    3754611
  • Title

    The spark-based framework for mobile network data and cluster analysis on mobile users´ behaviors

  • Author

    Liu Haoxi;Dong Min;Tang Xue;Bi Sheng;Cao Dan;Qiu Rongcai

  • Author_Institution
    School of Computer Science&
  • fYear
    2015
  • Firstpage
    487
  • Lastpage
    492
  • Abstract
    Mining data from mobile network data produced by mobile users becomes a hot issue in recent years. For the growth of these data, how to process and analyze these data becomes a challenging problem. A Spark-based framework is proposed in this paper, which process and analyze real mobile network data. CURE algorithm is implemented in this framework to cluster mobile users´ behaviors parallelly, and discover their preferences in mobile network.
  • Keywords
    "Mobile communication","Mobile computing","Sparks","Clustering algorithms","Data mining","Algorithm design and analysis","Knowledge based systems"
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ROBIO.2015.7418815
  • Filename
    7418815
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3754611