UGC Approved Journal no 63975(19)
New UGC Peer-Reviewed Rules

ISSN: 2349-5162 | ESTD Year : 2014
Volume 12 | Issue 9 | September 2025

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Published in:

Volume 9 Issue 11
November-2022
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2211251


Registration ID:
504237

Page Number

c473-c477

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Title

Prediction Of Students Academic Performance Using J48 Algorithm In Educational Data Mining

Abstract

Data mining is a major advancement in the type of the analytical tools and a multi-disciplinary field of a combination of machine learning, statistics, database technology and AI. This technique includes a number of phases: Business understandings, Data understanding and preparation, Modeling, Pattern Evaluation, and Deployment[1]. Data mining has proven to be very beneficial in the field of Education as it increases accuracy of student’s performance prediction, to reduce failure rate of student .Educational data mining is the process of applying the data mining tools and techniques to analyze data at the educational institutions. In this paper, in educational data mining we used data mining classification algorithms like J48 algorithm from decision tree to predict the student’s performance basing on previous result and present attitude.

Key Words

Educational Data Mining, Classification, Decision tree, J48.

Cite This Article

"Prediction Of Students Academic Performance Using J48 Algorithm In Educational Data Mining", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 11, page no.c473-c477, November-2022, Available :http://www.jetir.org/papers/JETIR2211251.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

"Prediction Of Students Academic Performance Using J48 Algorithm In Educational Data Mining", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 11, page no. ppc473-c477, November-2022, Available at : http://www.jetir.org/papers/JETIR2211251.pdf

Publication Details

Published Paper ID: JETIR2211251
Registration ID: 504237
Published In: Volume 9 | Issue 11 | Year November-2022
DOI (Digital Object Identifier):
Page No: c473-c477
Country: Tirupati, Andhra Pradesh, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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