First semester computer science students' academic performances analysis by using data mining classification algorithms

AA Azwa, A Fadhilah - 2014 - eprints.unisza.edu.my
The research on educational field that involves Data Mining techniques is rapidly increasing.
Applying Data Mining techniques in an educational environment are known as Educational …

[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 …

Performance Analysis of Machine Learning Algorithms in Prediction of Student Academic Performance

MD Adane, JK Deku, EK Asare - Journal of Advances in …, 2023 - papers.ssrn.com
The advancement in technology has contributed largely to the application of data mining in
education in recent times. However, selecting appropriate algorithm (s) to “mine” knowledge …

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] Prediction of academic performance of engineering students by using data mining techniques

S Verma, RK Yadav, K Kholiya - International Journal of Information …, 2022 - dorsu.edu.ph
In the current age, students‟ academic performance deterioration is a very crucial problem
in engineering education. Prediction of low-performing students at an early stage is …

Study of educational data mining approaches for student performance analysis

R Asad, S Arooj, SU Rehman - Technical Journal, 2022 - tj.uettaxila.edu.pk
Education is a vital component in the development of any country. In the education sector,
research has been rapidly increasing using data mining techniques. The increase of e …

[PDF][PDF] Evaluation of data mining techniques for predicting student's performance

M Kumar, AJ Singh - International Journal of Modern Education and …, 2017 - academia.edu
This paper highlights important issues of higher education system such as predicting
student's academic performance. This is trivial to study predominantly from the point of view …

[引用][C] Students performance prediction using decision tree

AB Raut, MAA Nichat - International Journal of Computational Intelligence …, 2017