• DocumentCode
    3747894
  • Title

    Analysis and research of student´s behavior trajectories based on big data positioned by Intelligent terminal

  • Author

    Wang Zhi-Fang;Liu Peng;Lv Ling

  • Author_Institution
    Polytechnic College of Hebei University of Science and Technology, Shijiazhuang, China
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    GPS and WIFI Positioning Technology bases on Intelligent mobile phone terminal, it collects a certain number of big data for a positioned student sample in a specific period, uses clustering algorithm to the massive data, removes some meaningless noise data, renders the result of cluster analysis based on the platform for two-dimensional geographic information system, according to the actual 2D map data information points surrounding school to form a decision tree´ branching rule, analyzes specified behavior track of students in a given time, which can improve the targeted teaching management level.
  • Keywords
    "Education","Algorithm design and analysis","Data mining","Clustering algorithms","Decision trees","Servers","Big data"
  • Publisher
    ieee
  • Conference_Titel
    Modelling, Identification and Control (ICMIC), 2015 7th International Conference on
  • Type

    conf

  • DOI
    10.1109/ICMIC.2015.7409434
  • Filename
    7409434