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ERIC Number: EJ1166547
Record Type: Journal
Publication Date: 2018-Jan
Pages: 17
Abstractor: As Provided
ISSN: ISSN-1360-2357
Educational Data Mining Applications and Tasks: A Survey of the Last 10 Years
Bakhshinategh, Behdad; Zaiane, Osmar R.; ElAtia, Samira; Ipperciel, Donald
Education and Information Technologies, v23 n1 p537-553 Jan 2018
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.
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A