UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRBI06014


Registration ID:
208203

Page Number

75-81

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Title

A STUDY ON E-LEARNING SYSTEM TO ANALYSE STUDENT PERFORMANCE USING DATA MINING

Abstract

Educational Data Mining (EDM) is the field by means of data mining techniques in learning environments. Applying data mining technique in inculcate setting is called as Educational Data Mining (EDM) and is a field that exploits statistical, machine learning, and data-mining (DM) algorithms over the variants of educational data. Existing methods have used features which are mostly associated to educational presentation, family income and family resources, while features belonging to family expenditures and students’ individual information are usually ignored. In this article, an effort is made to examine aforementioned feature sets by collecting the scholarship holding students’ data from different universities of India. Knowledge analytics, discriminative and generative classification models are applied to expect whether a student will be able to absolute his degree or not. We introduce the Weka tool and C4.5 algorithm to analyze replicating studies and discuss the importance of replicating and reproducing previous work. We describe the state of the art in collecting and sharing programming data. To better know the challenges concerned in replicating or reproducing presented studies.

Key Words

Educational data mining, Programming, Learning analytics, Replication and Literature review

Cite This Article

"A STUDY ON E-LEARNING SYSTEM TO ANALYSE STUDENT PERFORMANCE USING DATA MINING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.75-81, April-2019, Available :http://www.jetir.org/papers/JETIRBI06014.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A STUDY ON E-LEARNING SYSTEM TO ANALYSE STUDENT PERFORMANCE USING DATA MINING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp75-81, April-2019, Available at : http://www.jetir.org/papers/JETIRBI06014.pdf

Publication Details

Published Paper ID: JETIRBI06014
Registration ID: 208203
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 75-81
Country: -, -, -- .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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