Study success includes the successful completion of a first degree in higher education to the
largest extent, and the successful completion of individual learning tasks to the smallest …

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 …

Technology and innovation empower higher educational institutions (HEI) to use different
types of learning systems—video learning is one such system. Analyzing the footprints left …

This work explores student's academic performance using decision tree algorithm having
parameters like Student's Academic Information and Students Activity. We collected records …

Within the evolution of technology in education, Learning Analytics has reserved its position
as a robust technological field that promises to empower instructors and learners in different …

This book had its genesis more than 15 years ago with the realisation that, despite
significant engagement with the potential offered by technology, the university seemed …

Learning analytics is an emerging field of research, motivated by the wide spectrum of the
available educational information that can be analysed to provide a data-driven decision …

© ASCILITE 2015-Australasian Society for Computers in Learning and Tertiary Education,
Conference Proceedings. All right reserved. Moodle, an open source Learning Management …

The practice and application of education data mining and learning analytics has become
the focus of educational researchers. However, it is still a difficult task to explore the law of …

Purpose This paper aims to review and identify the major patterns and trends in learning
analytics practices in higher education institutions. The review covers the characteristics of …