An Insight into Educational Data Mining
Balwinder Kaur1 , Anu Gupta2 , R.K.Singla 3
Section:Research Paper, Product Type: Journal Paper
Volume-7 ,
Issue-2 , Page no. 83-90, Feb-2019
CrossRef-DOI: https://doi.org/10.26438/ijcse/v7i2.8390
Online published on Feb 28, 2019
Copyright © Balwinder Kaur, Anu Gupta, R.K.Singla . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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IEEE Style Citation: Balwinder Kaur, Anu Gupta, R.K.Singla, “An Insight into Educational Data Mining,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.2, pp.83-90, 2019.
MLA Style Citation: Balwinder Kaur, Anu Gupta, R.K.Singla "An Insight into Educational Data Mining." International Journal of Computer Sciences and Engineering 7.2 (2019): 83-90.
APA Style Citation: Balwinder Kaur, Anu Gupta, R.K.Singla, (2019). An Insight into Educational Data Mining. International Journal of Computer Sciences and Engineering, 7(2), 83-90.
BibTex Style Citation:
@article{Kaur_2019,
author = {Balwinder Kaur, Anu Gupta, R.K.Singla},
title = {An Insight into Educational Data Mining},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {2 2019},
volume = {7},
Issue = {2},
month = {2},
year = {2019},
issn = {2347-2693},
pages = {83-90},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=3623},
doi = {https://doi.org/10.26438/ijcse/v7i2.8390}
publisher = {IJCSE, Indore, INDIA},
}
RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i2.8390}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=3623
TI - An Insight into Educational Data Mining
T2 - International Journal of Computer Sciences and Engineering
AU - Balwinder Kaur, Anu Gupta, R.K.Singla
PY - 2019
DA - 2019/02/28
PB - IJCSE, Indore, INDIA
SP - 83-90
IS - 2
VL - 7
SN - 2347-2693
ER -
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Abstract
Education lays foundation for the development of the country. Enhancements in the educational technologies has improved educational process. Educational institutes are now capable to store large volumes of data related to student admissions, course attendance, examination results and so forth which need to be analysed for the progress of institutes. Data mining provides techniques to explore educational data. Educational Data Mining (EDM) is such an emerging multidisciplinary research field which deals with developing methods to explore the educational data to gain knowledge. The knowledge gained can be used to improve teaching- learning process and decision making process of higher educational institutes. It also helps in detecting student behaviour and their learning outcomes which can be used for their future betterment. This paper puts forth an effort to study EDM, its environment and components including tools and techniques used. It also gives an insight into the Education Data Mining process of knowledge discovery. The present study also puts forth challenges involved in EDM which represents opportunities for future research work to be carried out.
Key-Words / Index Term
Educational Data Mining (EDM), Data Mining (DM), Knowledge Discovery, EDM process, Student performance
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