[PDF][PDF] A Systematic Literature Review on Predicting Students Academic Performance By Using Data Mining Techniques

NH Suhaimi, H Ab Jalil, I Ishak - kwpublications.com
There has been a lot of interest in education on the prediction of students' academic
performance. The enormous increase in educational data offers the chance to gather data …

A review on predicting student's performance using data mining techniques

AM Shahiri, W Husain - Procedia Computer Science, 2015 - Elsevier
Predicting students performance becomes more challenging due to the large volume of data
in educational databases. Currently in Malaysia, the lack of existing system to analyze and …

Predicting student academic performance at higher education using data mining: A systematic review

SA Alwarthan, N Aslam, IU Khan - … Intelligence and Soft …, 2022 - Wiley Online Library
Recently, educational institutions faced many challenges. One of these challenges is the
huge amount of educational data that can be used to discover new insights that have a …

Predicting Students' Performance Using Machine Learning Algorithms: A Review

SO Oppong - Asian Journal of Research in Computer …, 2023 - eprints.go2submission.com
Educational Data Mining is a discipline focused on developing ways for studying the unique
and increasingly large-scale data generated by educational settings and applying those …

[PDF][PDF] Students performance prediction through educational data mining-An uncomplicated review

VS Durga, J Thangakumar - International Research Journal of …, 2019 - academia.edu
Educational Data mining (EDM) is a new active research area. It focuses on applying data
mining methods to the educational dataset to discover useful information. One of the most …

[PDF][PDF] Computational Prediction Algorithms and Tools Used in Educational Data Mining: A Review

AK AL-Mashanji, AH Hamza, LH Alhasnawy - Journal of University of …, 2023 - iasj.net
Abstract In recent days, a wide variety of tools have appeared for performing educational
data mining (EDM). The current education systems show that there are several factors …

Prediction of Student's Academic Performance through Data Mining Approach

MM Hussain, S Akbar, SA Hassan… - … of Informatics and …, 2024 - journals.mmupress.com
The universities and institutes produce a large amount of student data that can be used in a
disciplinary way and useful information can be extracted by using an automated approach …

Educational Data Mining on Student Academic Performance Prediction: A Survey

U Indahyanti, NL Azizah… - Procedia of Social …, 2022 - pssh.umsida.ac.id
Student academic performance prediction has become a hot research topic, and is still a
research trend in the field of educational data mining (EDM). The application of data mining …

Factors affecting students' performance in higher education: a systematic review of predictive data mining techniques

A Abu Saa, M Al-Emran, K Shaalan - Technology, Knowledge and …, 2019 - Springer
Predicting the students' performance has become a challenging task due to the increasing
amount of data in educational systems. In keeping with this, identifying the factors affecting …

[HTML][HTML] Contributions of machine learning models towards student academic performance prediction: a systematic review

P Balaji, S Alelyani, A Qahmash, M Mohana - Applied Sciences, 2021 - mdpi.com
Machine learning is emerging nowadays as an important tool for decision support in many
areas of research. In the field of education, both educational organizations and students are …