Not Logged In

Educational Data Mining Applications and Tasks: A Survey of the Last 10 Years

Full Text: Bakhshinategh2018_Article_EducationalDataMiningApplicati.pdf PDF

Educational Data Mining (EDM) is the field of using data mining techniques in educational environments. There exist various methods and applications in EDM which can follow both applied research objectives such as improving and enhancing learning quality, as well as pure research objectives, which tend to improve our understanding of the learning process. In this study we have studied various tasks and applications existing in the field of EDM and categorized them based on their purposes. We have compared our study with other existing surveys about EDM and reported a taxonomy of task.

Citation

B. Bakhshinategh, O. Zaiane, S. ElAtia, D. Ipperciel. "Educational Data Mining Applications and Tasks: A Survey of the Last 10 Years". Education and Information Technologies, 23(1), pp 537-553, January 2018.

Keywords: Educational data mining, Surveys, Taxonomy of applications
Category: In Journal
Web Links: Springer Link

BibTeX

@article{Bakhshinategh+al:18,
  author = {Behdad Bakhshinategh and Osmar R. Zaiane and Samira ElAtia and
    Donald Ipperciel},
  title = {Educational Data Mining Applications and Tasks: A Survey of the Last
    10 Years},
  Volume = "23",
  Number = "1",
  Pages = {537-553},
  journal = {Education and Information Technologies},
  year = 2018,
}

Last Updated: October 29, 2019
Submitted by Sabina P

University of Alberta Logo AICML Logo