Learning analytics can improve learning practice by transforming the ways we support
learning processes. This study is based on the analysis of 252 papers on learning analytics …

This chapter looks into examining research studies of the last five years and presents the
state of the art of Learning Analytics (LA) in the Higher Education (HE) arena. Therefore, we …

With the adoption of Learning Management Systems (LMSs) in educational institutions, a lot
of data has become available describing students' online behavior. Many researchers have …

Big data in education offers unprecedented opportunities to support learners and advance
research in the learning sciences. Analysis of observed behaviour using computational …

Abstract The use of Learning Management Systems has grown exponentially in the last
several years and has come to have a strong effect on the teaching-learning process …

Accessing learning materials, that is, lecture slides, video lectures, shared assignments, and
forum messages, is the most frequently performed online learning activity. However …

Despite a surge of empirical work on student participation in online learning environments,
the causal links between the learning-related factors and processes with the desired …

Contemporary literature on online and distance education almost unequivocally argues for
the importance of interactions in online learning settings. Nevertheless, the relationship …

Many researchers who study the impact of computer-based assessment (CBA) focus on the
affordances or complexities of CBA approaches in comparison to traditional assessment …

This study presents an advanced predictive learning analytics system, OU Analyse (OUA),
and evidence from its evaluation with online teachers at a distance learning university. OUA …