… the state of the art of Learning Analytics (LA) in the Higher Education (HE) arena. Therefore,
we used mixed-method analysis and searched through three popular libraries, including the …

… The handbook goes beyond presenting learning analytics concepts, state-of-the-art techniques
for analyzing different kinds of educational data, and selected applications and success …

… of Big Data technologies in education and presents some of the … research on educational
data mining and learning analysis. … data mining (EDM) and learning analysis (LA) to become an …

… Learning Analytics. The insights gained from the systematic literature review aim to (a)
transparently outline the existing state-of-the-art following a structured analysis … Learning Analytics …

… Taking action is the ultimate goal of any learning analytics process and the results of follow-up
actions will determine the success or failure of our analytical efforts (Siemens, 2013). So, …

… Hence, we skipped the “learning analytics” and “teaching analytics” keywords since JLA
was primarily used for LA and teaching analytics. We performed two searches separately, first …

… such methods on learning analytics by approaching the … a learning analytics expert, and
(2) the learning analytics expert … of privacy preserving learning analytics tasks using both …

… ] and machine learning libraries such as R [14], Scikitlearn [15], MateX [16] and Mahout [17],
are freely available. We have designed and developed a learning analytics system using R, …

… practice by transforming the ways we support learning processes. This study is based on
the analysis of 252 papers on learning analytics in higher education published between 2012 …

… learning analytics and learning … learning analytics for learning design. Moreover, this paper
presents an overview of what and how learning analytics have been used to inform learning …