Learning analytics in higher education—a literature review

P Leitner, M Khalil, M Ebner - … , applications, and trends: A view of the …, 2017 - Springer
This chapter looks into examining research studies of the last five years and presents the
state of the art of Learning Analytics (LA) in the Higher Education (HE) arena. Therefore, we …

Intelligent techniques in e-learning: a literature review

M Ilić, V Mikić, L Kopanja, B Vesin - Artificial Intelligence Review, 2023 - Springer
Online learning has become increasingly important, having in mind the latest events,
imposed isolation measures and closed schools and campuses. Consequently, teachers …

Learning theories for artificial intelligence promoting learning processes

D Gibson, V Kovanovic, D Ifenthaler… - British Journal of …, 2023 - Wiley Online Library
This paper discusses a three‐level model that synthesizes and unifies existing learning
theories to model the roles of artificial intelligence (AI) in promoting learning processes. The …

Connecting the dots–A literature review on learning analytics indicators from a learning design perspective

A Ahmad, J Schneider, D Griffiths… - Journal of Computer …, 2024 - Wiley Online Library
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …

A qualitative evaluation of evolution of a learning analytics tool

L Ali, M Hatala, D Gašević, J Jovanović - Computers & Education, 2012 - Elsevier
LOCO-Analyst is a learning analytics tool we developed to provide educators with feedback
on students learning activities and performance. Evaluation of the first version of the tool led …

Informing learning design with learning analytics to improve teacher inquiry

D Persico, F Pozzi - British journal of educational technology, 2015 - Wiley Online Library
This paper proposes an analysis of current research in learning design (LD), a field aiming
to improve the quality of educational interventions by supporting their design and fostering …

Goal-oriented visualizations of activity tracking: a case study with engineering students

JL Santos, S Govaerts, K Verbert, E Duval - Proceedings of the 2nd …, 2012 - dl.acm.org
Increasing motivation of students and hel** them to reflect on their learning processes is
an important driver for learning analytics research. This paper presents our research on the …

Learning analytics driven improvements in learning design in higher education: A systematic literature review

E Drugova, I Zhuravleva, U Zakharova… - Journal of Computer …, 2024 - Wiley Online Library
Background Driven by the ongoing need to provide high‐quality learning and teaching,
universities recently have shown an increased interest in using learning analytics (LA) for …

Learning design and learning analytics: Snapshot 2020

LP Macfadyen, L Lockyer… - Journal of Learning …, 2020 - eprints.qut.edu.au
“Learning design” belongs to that interesting class of concepts that appear on the surface to
be simple and self-explanatory, but which are actually definitionally vague and contested in …

Learning analytics for learning design in online distance learning

W Holmes, Q Nguyen, J Zhang, M Mavrikis… - Distance …, 2019 - Taylor & Francis
There has been a growing interest in how teaching might be informed by learning design
(LD), with a promising method for investigating LD being offered by the emerging field of …