The potential influence of data mining analytics on the students' learning processes and
outcomes has been realized in higher education. Hence, a comprehensive review of …

Presently, educational institutions compile and store huge volumes of data, such as student
enrolment and attendance records, as well as their examination results. Mining such data …

Prior education studies have consistently emphasized the importance of sustained and
active student engagement to aid academic performance and achievement of learning …

One of the developing fields of the present times is educational data mining that pertains to
developing methods that help in examining various kinds of data obtained from the …

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

In recent years, there has been increasing interest in using the methods of educational data
mining (EDM) and learning analytics (LA) to study and measure learner cognition. In this …

Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …

This paper defines and examines three generations of distance education pedagogy. Unlike
earlier classifications of distance education based on the technology used, this analysis …

We review the history and current trends in the field of Educational Data Mining (EDM). We
consider the methodological profile of research in the early years of EDM, compared to in …

Handbook of Educational Data Mining (EDM) provides a thorough overview of the current
state of knowledge in this area. The first part of the book includes nine surveys and tutorials …