Classification technique and its combination with clustering and association rule mining in educational data mining—A survey
SM Dol, PM Jawandhiya - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Educational data mining (EDM) is the application of data mining in the educational field.
EDM is used to classify, analyze, and predict the students' academic performance, and …
EDM is used to classify, analyze, and predict the students' academic performance, and …
A survey on educational data mining methods used for predicting students' performance
W Xiao, P Ji, J Hu - Engineering Reports, 2022 - Wiley Online Library
Predicting students' performance is one of the most important issues in educational data
mining (EDM), which has received more and more attention. By predicting students' …
mining (EDM), which has received more and more attention. By predicting students' …
ECSYAPPS–A framework for analyzing the effectiveness of classification techniques for early prediction of students academic performance in education sector
SM Dol, PM Jawandhiya - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Predicting students' academic performance is of paramount importance to educational
institutions. If students' academic performance is predicted course-wise, semester-wise and …
institutions. If students' academic performance is predicted course-wise, semester-wise and …
Predicting academic performance in traditional environments at higher-education institutions using data mining: A review
C Del Río, JP Insuasti - Revista Ecos de la Academia, 2016 - revistasojs.utn.edu.ec
The purpose of this review paper is to survey the academic literature of the past five years in
the area of data mining applied to the educational domain in a traditional classroom-based …
the area of data mining applied to the educational domain in a traditional classroom-based …
Systematic Review and Analysis of EDM for Predicting the Academic Performance of Students
SM Dol, PM Jawandhiya - Journal of The Institution of Engineers (India) …, 2024 - Springer
In education sector, two main tasks are—Analysis of students' data and predicting their
performance as it may leads to their great future. Analyzing the data obtained from …
performance as it may leads to their great future. Analyzing the data obtained from …
[PDF][PDF] Application of Machine Learning Techniques to Evaluate the Performance of Students in an Academic Environment
DA Chandana, SM Sundaram, S Bhumika… - Saudi J Eng …, 2022 - saudijournals.com
Identifying the most influential factors affecting the student's performance plays a vital role in
improvising student's academic results. The conventional counseling is a time consuming …
improvising student's academic results. The conventional counseling is a time consuming …
[引用][C] Num. 4-2016–14 I Predicting academic performance in traditional environments at higher-education institutions using data mining: A review
CA Del Río, JAP Insuasti