• DocumentCode
    3625396
  • Title

    The use of data mining in education environment

  • Author

    M. Vranic;D. Pintar;Z. Skocir

  • Author_Institution
    Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia, mihaela.vranic@fer.hr
  • fYear
    2007
  • fDate
    6/1/2007 12:00:00 AM
  • Firstpage
    243
  • Lastpage
    250
  • Abstract
    Modern technologies allow storage of large amounts of raw data which invariably contains usable information not yet discovered. Machine learning and data mining give us techniques which can be used to analyze that data and uncover previously unknown rules and associations, hidden knowledge which once acquired -and properly interpreted -can be used in multitude of ways. Even though data mining has mostly been used by the marketing field, lately it is not uncommon to use machine learning techniques in other environments. This paper presents how data mining algorithms and techniques can be used in the academic community to potentially improve some aspects of education quality.
  • Keywords
    "Data mining","Data analysis","Education","Machine learning","Electrical engineering","Information analysis","Educational technology","Machine learning algorithms","Accreditation","Data engineering"
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications, 2007. ConTel 2007. 9th International Conference on
  • Print_ISBN
    953-184-110-1
  • Type

    conf

  • DOI
    10.1109/CONTEL.2007.381878
  • Filename
    4267504