This survey is an updated and improved version of the previous one published in 2013 in
this journal with the title “data mining in education”. It reviews in a comprehensible and very …

The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …

In this article, we present a predictive analysis of the academic performance of students in
public schools of the Federal District of Brazil during the school terms of 2015 and 2016 …

Educational Data Mining (EDM) and Learning Analytics (LA) research have emerged as
interesting areas of research, which are unfolding useful knowledge from educational …

Big Data refers to large and disparate volumes of data generated by people, applications
and machines. It is gaining increasing attention from a variety of domains, including …

This accessible, alphabetical guide provides concise insights into a variety of digital
research methods, incorporating introductory knowledge with practical application and …

The field of learning analytics was founded with the goal to harness vast amounts of data
about learning collected by the extensive use of technology. After the early formation, the …

This report is based on the discussion that emerged from a convening of a panel of 22
experts in artificial intelligence (AI) and in learning. It introduces three layers that can frame …

The exponential growth of communication technologies and the ubiquitous use of electronic
devices raise concerns about unintended electromagnetic interference (EMI). Existing …

Data collection and analysis is nothing new in computer-assisted language learning, but
with the phenomenon of massive sets of human language collected into corpora, and …