Abstract Information Technology (IT) and its advancements change the education
environment. Conventional classroom education has been transformed into a modernized …

Students Performance (SP) analysis is regarded as one of the most important steps in the
educational system for supporting students' academic success and the institutions' overall …

Predicting student performance is crucial in higher education, as it facilitates course
selection and the development of appropriate future study plans. The process of supporting …

The data in E-learning is generated as a result of the students' interactions during the
learning sessions while accessing files and learning resources in E-learning. The learning …

The deferral of graduation rate in Taiwan's universities is estimated 16%, which will affect
the scheduling of school resources. Therefore, if we can expect to take notice of students' …

In recent years, schools have shown interest in utilizing data mining to improve the quality of
education. To enhance academic performance, accurately predicting how students will …

Education is crucial for a productive life and providing necessary resources. With the advent
of technology like artificial intelligence, higher education institutions are incorporating …

Accepted: 21 October 2021 An important concern for students at all levels, from universities
to colleges to junior high and high school, is predicting academic achievement and …

Educational organizations are unique and play utmost significant role for the development of
any country. As Education transforms the lives of individuals, families, communities …

Predicting students' academic performance at an early stage of a semester is one of the
most crucial research topics in the field of Educational Data Mining (EDM). Students are …