• DocumentCode
    3118317
  • Title

    Evaluation system for e-learning with pattern mining tools

  • Author

    Ribeiro, Bernardete ; Cardoso, Alberto

  • Author_Institution
    Comput. Sci. Dept., Univ. of Coimbra, Coimbra
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    3051
  • Lastpage
    3056
  • Abstract
    Learning in online open networking environments turned out possible by today´s widespread use of Internet technologies, has led to the development of a broad range of products for web-based courses at University level. However, although elearning in education is well established, there are a few attempts to extract information during the course final evaluation phase. In other words, while evaluation of e-learning applications has boosted the need to design effective methodologies for better tools, little attention was devoted to extract information for discovery of student´s behavior.
  • Keywords
    Internet; computer aided instruction; data mining; educational courses; learning (artificial intelligence); neural nets; support vector machines; Internet technology; Web-based courses; course final evaluation phase; e-learning application; evaluation system; information extraction; pattern mining tool; Buildings; Computer science; Data mining; Electronic learning; Informatics; Least squares approximation; Neural networks; Pattern analysis; Predictive models; Support vector machines; E-Learning; Pattern Mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
  • Conference_Location
    Singapore
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2383-5
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2008.4811763
  • Filename
    4811763