• DocumentCode
    3637533
  • Title

    Computer analysis and classification of learning characteristics

  • Author

    Zoubek Lukáš

  • Author_Institution
    Department of Information and Communication Technologies, University of Ostrava Ostrava, Czech Republic
  • Volume
    1
  • fYear
    2010
  • Abstract
    The paper presents a research focused on automatic analysis of the data characterizing learning characteristics of students. This analysis is important step for development of individualized e-learning system. Cluster analysis is used to identify dominant groups of students characterized with similar learning characteristics and then, decision trees are used to describe the dominant groups in a comprehensive way using significant attributes.
  • Keywords
    "Databases","Classification tree analysis","System-on-a-chip","Accuracy","Electronic learning"
  • Publisher
    ieee
  • Conference_Titel
    Electronics and Information Engineering (ICEIE), 2010 International Conference On
  • Print_ISBN
    978-1-4244-7679-4
  • Type

    conf

  • DOI
    10.1109/ICEIE.2010.5559866
  • Filename
    5559866