The proliferation of mobile devices and the rapid development of information and
communication technologies (ICT) have seen increasingly large volume and variety of data …

One key factor for the successful outcome of a Learning Analytics (LA) infrastructure is the
ability to decide which software architecture concept is necessary. Big Data can be used to …

Learning Analytics is a recent and dynamic area of research. It is important, after a decade of
the first published article in the area, to get insights about it. This article presents a …

To further solve the problems of storage bottlenecks and excessive calculation time when
calculating estimators under two different formats of massive longitudinal data, an …

The research goal was set to determine to what extent the influences of learning analytics
and academic analytics, the antecedent factors in predicting student academic achievement …

The mechanism of knowledge delivery system in a cloud-based e-learning system can be
significantly improved if an advanced analytical operation can be performed over it …

The paper presents an application of the big data analytics process on a data extracted from
the educational system for online testing. The procedure of data migration to a non-relational …

The critical issue to the academic community of higher education is to monitor the progress
of students' academic performance. We can use data mining techniques for this purpose …