Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …

Learning analytics (LA) promises understanding and optimization of learning and learning
environments. To enable richer insights regarding questions related to learning and …

Most work in the design of learning technology uses click-streams as their primary data
source for modelling & predicting learning behaviour. In this paper we set out to quantify …

Learning analytics has become a reference area in the field of Learning Technologies as the
mixture of different technical and methodological approaches in the capture, treatment and …

Multimodal data have the potential to explore emerging learning practices that extend
human cognitive capacities. A critical issue stretching in many multimodal learning analytics …

Personalized learning is becoming more important in today's diverse classrooms. It is a
strategy that tailors instruction to each student's abilities and interests. The benefits of …

With the wide expansion of distributed learning environments the way we learn became
more diverse than ever. This poses an opportunity to incorporate different data sources of …

In educational institutions, it is now more important than ever to deliver high-quality
academic instruction, and educational data mining is essential for resolving problems that …

Con el despegue de la popularidad del área de analítica de aprendizaje durante la última
década, numerosas investigaciones han surgido y la opinión pública se ha hecho eco de …

Online learning systems should support students preparedness for professional practice by
equip** them with the necessary skills while kee** them engaged and active. In that …