Deep learning models for learning analytics have become increasingly popular over the last
few years; however, these approaches are still not widely adopted in real-world settings …

Time series is the most prevalent form of input data for educational prediction tasks. The vast
majority of research using time series data focuses on hand-crafted features, designed by …

Early predictors of student success are becoming a key tool in flipped and online courses to
ensure that no student is left behind along course activities. However, with an increased …

Despite the increasing popularity of massive open online courses (MOOCs), many suffer
from high dropout and low success rates. Early prediction of student success for targeted …

People increasingly use videos on the Web as a source for learning. To support this way of
learning, researchers and developers are continuously developing tools, proposing …

The popularity of online learning, such as MOOCs (Massive Open Online Courses),
continues to increase among students. However, MOOCs dropout remains high. Prediction …

This study aimed to understand the relationship between course activities and learning
progress among students enrolled in the MicroMasters certificate program offered in an …

MOOCs make extensive use of videos. Students interact with them by pausing, seeking
forward or backward, replaying segments, etc. We can reasonably assume that students …

Abstract In contemporary MOOC (Massive Open Online Courses), videos take a central role
in delivering course content. The analysis of how students interact with these videos …

Nowadays, all the more we witness to a rapid technological development and the
entanglement of information technology in the formation and maintenance of human …