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 …

Due to the growing interest in e-learning as an important process of teaching and learning,
new mechanisms to evaluate its pedagogical effectiveness are necessaries. This review …

Educational data mining is an emerging discipline, concerned with developing methods for
exploring the unique types of data that come from the educational context. This work is a …

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

This chapter aims to provide an up-to-date snapshot of the current state of research and
applications of Data Mining methods in e-learning. The cross-fertilization of both areas is still …

With the development of sophisticated e-learning environments, personalization is
becoming an important feature in e-learning systems due to the differences in background …

Educational data mining concerns with developing methods for discovering knowledge from
data that come from educational environment. In this paper we used educational data …

Learning Analytics have become an indispensable element of education, as digital mediums
are increasingly used within formal and informal education. Integrating specifications for …

The widespread use of computer-based learning environments and the rise of big data have
positioned learning analytics as a fundamental component of educational technology …

This paper presents two interactive visualization tools for learning management systems
(LMS) in order to improve learning and teaching in online courses. The first tool was …