The recent diffusion of online education (both MOOCs and e-courses) has led to an
increased economic and scientific interest in e-learning environments. As widely …

Abstract Coronavirus (Covid-19) pandemic has imposed a complete shut-down of face-to-
face teaching to universities and schools, forcing a crash course for online learning plans …

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 …

The purpose of this study was to investigate the use of predictive video analytics in online
courses in the literature. A systematic literature review was performed based on a hybrid …

The advancement of learning analytics has enabled the development of predictive models to
forecast learners' behaviors and outcomes (eg, performance). However, many of these …

Many higher-education institutions have endeavored to understand students' characteristics
in order to improve the quality of education. To this end, demographic information and …

Computer simulations have become a popular tool for assessing complex skills such as
problem‐solving. Log files of computer‐based items record the human–computer interactive …

With the development of data mining technology, educational data mining (EDM) has gained
increasing amounts of attention. Research on massive open online courses (MOOCs) is an …

Modeling student learning and further predicting the performance is a well-established task
in online learning and is crucial to personalized education by recommending different …

Abstract Existing Predictive Learning Analytics (PLA) systems utilising machine learning
models show they can improve teacher practice and, at the same time, student outcomes …