IEEE Style Citation: Gaurav Jindal, Sakshi Garg, “Educational Data Mining For Student Support in Interactive Learning Environment,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.5, pp.1558-1565, 2019.
MLA Style Citation: Gaurav Jindal, Sakshi Garg "Educational Data Mining For Student Support in Interactive Learning Environment." International Journal of Computer Sciences and Engineering 7.5 (2019): 1558-1565.
APA Style Citation: Gaurav Jindal, Sakshi Garg, (2019). Educational Data Mining For Student Support in Interactive Learning Environment. International Journal of Computer Sciences and Engineering, 7(5), 1558-1565.
BibTex Style Citation:
@article{Jindal_2019,
author = {Gaurav Jindal, Sakshi Garg},
title = {Educational Data Mining For Student Support in Interactive Learning Environment},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2019},
volume = {7},
Issue = {5},
month = {5},
year = {2019},
issn = {2347-2693},
pages = {1558-1565},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=4450},
doi = {https://doi.org/10.26438/ijcse/v7i5.15581565}
publisher = {IJCSE, Indore, INDIA},
}
RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i5.15581565}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=4450
TI - Educational Data Mining For Student Support in Interactive Learning Environment
T2 - International Journal of Computer Sciences and Engineering
AU - Gaurav Jindal, Sakshi Garg
PY - 2019
DA - 2019/05/31
PB - IJCSE, Indore, INDIA
SP - 1558-1565
IS - 5
VL - 7
SN - 2347-2693
ER -
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Abstract
Educational Data Mining is an emerging interdisciplinary research area that deals with the development of methods to explore data originating in an educational context. EDM uses computational approaches to analyze educational data in order to study educational questions. Firstly, it introduces EDM and describes and why we Need of EDM then, how EDM support Students in Interactive Learning, Applications of EDM, then goes on to list the most typical/common tasks in the educational environment that have been resolved through data mining techniques, LMS Environment, Software used in EDM (MOODLE), Advantages of DM in Education System and what Challenges we are facing in the Field of EDM and finally some of the most promising future lines of research are discussed.
Key-Words / Index Term
EDM, LMS, DM Techniques, Educational Systems
References
[1]. An Empirical Study of the Applications of Data Mining Techniques in Higher Education Dr. Varun Kumar Department of Computer Science and Engineering ITM University
[2]. Educational Data Mining: A Review of the State-of-the-Art By Cristóbal Romero, Member, IEEE, Sebastián Ventura, Senior Member, IEEE.
[3]. Educational Data Mining for Grouping Students in E-learning System Divna Krpan, Slavomir Stankov Faculty of Science, Teslina 12, Split, 21000 Croatia.
[4]. Importance of Data Mining in Higher Education System” 1Bhise R.B., 2Thorat S.S., 3Supekar A.K.
[5]. Use of Data Mining Methodologies in Evaluating Educational Data Thilina Ranbaduge Department of Information Technology, University of Moratuwa, Srilanka.
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