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 …
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 …
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 …
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 …
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' …
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 …
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' …
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 …
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 …