• DocumentCode
    3403195
  • Title

    Educational data mining for grouping students in e-learning system

  • Author

    Krpan, Divna ; Stankov, Slavomir

  • Author_Institution
    Fac. of Sci., Univ. of Split, Split, Croatia
  • fYear
    2012
  • fDate
    25-28 June 2012
  • Firstpage
    207
  • Lastpage
    212
  • Abstract
    The popularity and the use of e-learning systems increased through last decades. Students produce a lot of data through their interactions with the system, which is often not exploited. Since there is a vast amount of such data, data mining techniques were used as the appropriate solution. In this paper we show practical experience with specific e-learning system and applied data mining technique for the analysis which served as a tool for grouping students with similar characteristics.
  • Keywords
    computer aided instruction; data mining; user interfaces; e-learning systems; educational data mining technique; group modeling; learning management system; student grouping; educational data mining; group modeling; learning management system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces (ITI), Proceedings of the ITI 2012 34th International Conference on
  • Conference_Location
    Cavtat, Dubrovnik
  • ISSN
    1334-2762
  • Print_ISBN
    978-1-4673-1629-3
  • Type

    conf

  • DOI
    10.2498/iti.2012.0470
  • Filename
    6308006