[PDF][PDF] The prediction of students' academic performance using classification data mining techniques

F Ahmad, NH Ismail, AA Aziz - Applied mathematical sciences, 2015 - m-hikari.com
Data Mining provides powerful techniques for various fields including education. The
research in the educational field is rapidly increasing due to the massive amount of students' …

[PDF][PDF] Supervised data mining approach for predicting student performance

WFW Yaacob, SAM Nasir, WFW Yaacob… - Indones. J. Electr. Eng …, 2019 - researchgate.net
Data mining approach has been successfully implemented in higher education and emerge
as an interesting area in educational data mining research. The approach is intended for …

[PDF][PDF] Modeling and predicting students' academic performance using data mining techniques

A Mueen, B Zafar, U Manzoor - International Journal of Modern …, 2016 - academia.edu
The main objective of this study is to apply data mining techniques to predict and analyze
students' academic performance based on their academic record and forum participation …

Student academic performance prediction model using decision tree and fuzzy genetic algorithm

H Hamsa, S Indiradevi, JJ Kizhakkethottam - Procedia Technology, 2016 - Elsevier
The research on the educational field that involves Data Mining techniques is rapidly
increasing. Applying Data Mining techniques in an educational background are known as …

[PDF][PDF] Literature survey on student's performance prediction in education using data mining techniques

M Kumar, AJ Singh, D Handa - International Journal of Education …, 2017 - academia.edu
One of the most challenging tasks in the education sector in India is to predict student's
academic performance due to a huge volume of student data. In the Indian context, we don't …

[PDF][PDF] An empirical study for student academic performance prediction using machine learning techniques

DT Ha, PTT Loan, CN Giap… - International Journal of …, 2020 - researchgate.net
Predicting students' academic performance is of great concern for both students and
educational institutions. Drawing on the prediction of learning outcome, lecturers and …

Educational data mining to predict students' academic performance: A survey study

S Batool, J Rashid, MW Nisar, J Kim, HY Kwon… - Education and …, 2023 - Springer
Educational data mining is an emerging interdisciplinary research area involving both
education and informatics. It has become an imperative research area due to many …

[PDF][PDF] A comparative analysis on the evaluation of classification algorithms in the prediction of students performance

C Anuradha, T Velmurugan - Indian Journal of Science and …, 2015 - academia.edu
Objectives: Data mining techniques are implemented in many organizations as a standard
procedure for analyzing the large volume of available data, extracting useful information and …

[PDF][PDF] Educational data mining & students' performance prediction

AA Saa - … journal of advanced computer science and …, 2016 - pdfs.semanticscholar.org
It is important to study and analyse educational data especially students' performance.
Educational Data Mining (EDM) is the field of study concerned with mining educational data …

[PDF][PDF] Predicting student performance: a statistical and data mining approach

V Ramesh, P Parkavi, K Ramar - International journal of computer …, 2013 - researchgate.net
Predicting the performance of a student is a great concern to the higher education
managements. The scope of this paper is to identify the factors influencing the performance …