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 …

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 Students' Performance Employing Educational Data Mining Techniques, Machine Learning, and Learning Analytics

A Alam, A Mohanty - International Conference on Communication …, 2022 - Springer
Student success is important in colleges and universities since it is often used as a measure
of the institution's effectiveness. Identifying at-risk students early on and implementing …

[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 …

Mining educational data to predict students performance: A comparative study of data mining techniques

K Nahar, BI Shova, T Ria, HB Rashid… - Education and …, 2021 - Springer
Abstract Information is everywhere in a hidden and scattered way. It becomes useful when
we apply Data mining to extracts the hidden, meaningful, and potentially useful patterns from …

[HTML][HTML] Predicting academic outcomes: A survey from 2007 till 2018

S Alturki, I Hulpuș, H Stuckenschmidt - Technology, Knowledge and …, 2022 - Springer
The tremendous growth of educational institutions' electronic data provides the opportunity
to extract information that can be used to predict students' overall success, predict students' …

[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] 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] 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 …

A comparative study on student performance prediction using machine learning

Y Chen, L Zhai - Education and Information Technologies, 2023 - Springer
Accompanied with the development of storage and processing capacity of modern
technology, educational data increases sharply. It is difficult for educational researchers to …