This research connects several data-driven educational data mining approaches to a
framework for interaction developed in educational research. In particular, 10 million usage …

Learning analytics, as an emerging discipline, has exhibited extraordinary impact and drawn
attention within the field of learning design and technology (LDT). This chapter discusses …

The goal of this tutorial is to share data mining tools and techniques used by computer
scientists with educational social scientists. We broadly define educational social scientists …

Applying data mining (DM) in education is an emerging interdisciplinary research field also
known as educational data mining (EDM). It is concerned with developing methods for …

Today, information technology (IT) is an active part of education. Its main impact is in the
administration of learning management systems (LMS). The support provided by IT in LMS …

Addresses the impacts of data mining on education and reviews applications in educational
research teaching, and learning This book discusses the insights, challenges, issues …

ABSTRACT Educational Data Mining (EDM) is a developing discipline, concerned with
expanding the classical Data Mining (DM) methods and developing new methods for …

The potential influence of data mining analytics in higher education is a novel emerging field
of research. Data from various educational organizations is explored and made operational …

In this decade, the use of learning management systems (LMS) does not cease to increase,
becoming one of the most popular approaches adopted and widely used in the learning …

The proliferation of educational technology systems has led to the advent of a large number
of datasets related to learner interaction. New fields have emerged which aim to use this …