To address the demands of modern education and increase flexibility, many higher
education institutions are considering self-paced education programs. However, student …

Abstract Analysis of learning behavior of MOOC enthusiasts has become a posed challenge
in the Learning Analytics field, which is especially related to video lecture data, since most …

Abstract Corona Virus Disease 2019 (COVID-19) pandemic has increased the importance of
Virtual Learning Environments (VLEs) instigating students to study from their homes. Every …

Predictive analytics in higher education has become increasingly popular in recent years
with the growing availability of educational big data. Particularly, a wealth of student activity …

Learning Management Systems (LMSs) are increasingly utilized for the administration,
tracking, and reporting of educational activities. One such widely used LMS in higher …

The current evolution in multidisciplinary learning analytics research poses significant
challenges for the exploitation of behavior analysis by fusing data streams toward advanced …

In higher education, predicting the academic performance of students is associated with
formulating optimal educational policies that vehemently impact economic and financial …

Student retention is a widely recognized challenge in the educational community to assist
the institutes in the formation of appropriate and effective pedagogical interventions. This …

Most academic courses in information and communication technology (ICT) or engineering
disciplines are designed to improve practical skills; however, practical skills and theoretical …

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 …