Adoption of learning analytics in higher education institutions: A systematic literature review

L Márquez, V Henríquez, H Chevreux… - British Journal of …, 2024 - Wiley Online Library
Learning analytics (LA) is an emerging area that has had extensive development in higher
education in recent years, focused both on the learning process of students within subjects …

Code of practice for learning analytics

N Sclater, P Bailey - 2015 - redi.anii.org.uy
Learning analytics should be used for the benefit of students. This might be to assist them
individually or through using aggregated and anonymised data to help other students …

What if learning analytics were based on learning science?

Z Marzouk, M Rakovic, A Liaqat, J Vytasek… - Australasian Journal of …, 2016 - ajet.org.au
Learning analytics are often formatted as visualisations developed from traced data
collected as students study in online learning environments. Optimal analytics inform and …

Learning analytics as a breakthrough in educational improvement

FJ García-Peñalvo - … and Learning Analytics: Personalised Learning and …, 2020 - Springer
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 …

Ethical and privacy principles for learning analytics

A Pardo, G Siemens - British journal of educational technology, 2014 - Wiley Online Library
The massive adoption of technology in learning processes comes with an equally large
capacity to track learners. Learning analytics aims at using the collected information to …

Artificial intelligence visual metaphors in e-learning interfaces for learning analytics

V Franzoni, A Milani, P Mengoni, F Piccinato - Applied Sciences, 2020 - mdpi.com
This work proposes an innovative visual tool for real-time continuous learners analytics. The
purpose of the work is to improve the design, functionality, and usability of learning …