Comparative Analysis of Various EDM/LA Techniques Used For Improving Quality in Higher Education System

K Kaur, O Dahiya - 2023 10th IEEE Uttar Pradesh Section …, 2023 - ieeexplore.ieee.org
Educational Data Mining (EDM) and Learning Analytics (LA) aim to leverage data to
enhance academic learning and improve student performance. These areas cover a broad …

Early warning system for academic using data mining

LW Santoso - … Fourth International Conference on Advances in …, 2018 - ieeexplore.ieee.org
Nowadays, student academic data in universities are very huge. However, the opportunity to
manage the data is a knowledge that cannot be overlooked. Educational data mining is a …

Machine Learning Models for Performance of Students in Foundation and Post Foundation in a University in Oman

RTS Ansari, S Ali - International Conference on Aeronautical Sciences …, 2023 - Springer
Due to the extensive availability of data in education, it is now common practice to analyze
data in order to uncover patterns and important knowledge. They can be applied to develop …

Using data mining to predict students' academic success

AFR Silva - 2016 - repositorio-aberto.up.pt
Currently, universities record large amounts of data about students. Despite its potential to
inform decisions regarding the allocation of resources and efforts, this information tends to …