Learning analytics: principles and constraints

M Khalil, M Ebner - Edmedia+ innovate learning, 2015 - learntechlib.org
Within the evolution of technology in education, Learning Analytics has reserved its position
as a robust technological field that promises to empower instructors and learners in different …

The pulse of learning analytics understandings and expectations from the stakeholders

H Drachsler, W Greller - … of the 2nd international conference on learning …, 2012 - dl.acm.org
While there is currently much buzz about the new field of learning analytics [19] and the
potential it holds for benefiting teaching and learning, the impression one currently gets is …

What's the problem with learning analytics?

N Selwyn - Journal of Learning Analytics, 2019 - learning-analytics.info
This article summarizes some emerging concerns as learning analytics become
implemented throughout education. The article takes a sociotechnical perspective …

[HTML][HTML] Learning analytics: Current trends and innovative practices

LK Lee, SKS Cheung, LF Kwok - Journal of Computers in Education, 2020 - Springer
In the past decade," learning analytics" has become one of the fields of educational
technology that receives growing attention from educational researchers and practitioners …

[HTML][HTML] The current landscape of learning analytics in higher education

O Viberg, M Hatakka, O Bälter, A Mavroudi - Computers in human behavior, 2018 - Elsevier
Learning analytics can improve learning practice by transforming the ways we support
learning processes. This study is based on the analysis of 252 papers on learning analytics …

[图书][B] Learning analytics explained

N Sclater - 2017 - taylorfrancis.com
Learning Analytics Explained draws extensively from case studies and interviews with
experts in order to discuss emerging applications of the new field of learning analytics …

The skinny on big data in education: Learning analytics simplified

JA Reyes - TechTrends, 2015 - Springer
This paper examines the current state of learning analytics (LA), its stakeholders and the
benefits and challenges these stakeholders face. LA is a field of research that involves the …

Increasing the impact of learning analytics

S Dawson, S Joksimovic, O Poquet… - Proceedings of the 9th …, 2019 - dl.acm.org
Learning Analytics (LA) studies the learning process in order to optimize learning
opportunities for students. Although LA has quickly risen to prominence, there remain …

Learning analytics: drivers, developments and challenges

R Ferguson - International Journal of Technology …, 2012 - inderscienceonline.com
Learning analytics is a significant area of technology-enhanced learning that has emerged
during the last decade. This review of the field begins with an examination of the …

Building institutional capacities and competencies for systemic learning analytics initiatives

KE Arnold, G Lynch, D Huston, L Wong, L Jorn… - Proceedings of the …, 2014 - dl.acm.org
The last five years have brought an explosion of research in the learning analytics field.
However, much of what has emerged has been small scale or tool-centric. While these …