Detecting abnormal behaviors of students in time and providing personalized intervention
and guidance at the early stage is important in educational management. Academic …

The ability to predict students' academic performance is critical for any educational institution
that aims to improve their students' learning process and achievement. Although students' …

Online education is becoming increasingly popular and often combined with traditional
place-based study to improve learning efficiency for university students. Since students have …

This paper introduces a process of building a prediction model for student's final grade and
time of finishing, based on students' previous behavior. Prediction model was developed …

ABSTRACT Performance Factors Analysis (PFA) is considered one of the most important
Knowledge Tracing (KT) approaches used for constructing adaptive educational …

Many students have suffered from completing courses in several higher education institutes
since there is no devoted assistance for those who need exceptional help identifying the …

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' …

Predicting student performance using e-mail assessments can help in early interventions to
better assist students sooner, rather than later, in STEM courses. In this paper, we propose …

The ensemble approach such as boosting is based on heuristic system to develop
prediction paradigms. The ensemble learning techniques are typically more accurate than …

Predicting students' performance is one of the most important issue in educational data
mining. In order to investigate the state‐of‐the‐art research development in predicting …