[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review

R Alfredo, V Echeverria, Y **, L Yan, Z Swiecki… - … and Education: Artificial …, 2024 - Elsevier
The rapid expansion of Learning Analytics (LA) and Artificial Intelligence in Education
(AIED) offers new scalable, data-intensive systems but raises concerns about data privacy …

A systematic review of empirical studies on learning analytics dashboards: A self-regulated learning perspective

W Matcha, D Gašević, A Pardo - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a systematic literature review of learning analytics dashboards (LADs)
research that reports empirical findings to assess the impact on learning and teaching …

Develo** capabilities: Lifelong learning in the age of AI

O Poquet, M De Laat - British Journal of Educational …, 2021 - Wiley Online Library
Due to the ongoing digitalisation of workplaces and educational settings, human activity
underpinning learning and work is increasingly mediated by technology. The advancement …

License to evaluate: Preparing learning analytics dashboards for educational practice

I Jivet, M Scheffel, M Specht, H Drachsler - Proceedings of the 8th …, 2018 - dl.acm.org
Learning analytics can bridge the gap between learning sciences and data analytics,
leveraging the expertise of both fields in exploring the vast amount of data generated in …

[HTML][HTML] From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education

I Jivet, M Scheffel, M Schmitz, S Robbers… - The Internet and Higher …, 2020 - Elsevier
Unequal stakeholder engagement is a common pitfall of adoption approaches of learning
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …

Awareness is not enough: Pitfalls of learning analytics dashboards in the educational practice

I Jivet, M Scheffel, H Drachsler, M Specht - Data Driven Approaches in …, 2017 - Springer
It has been long argued that learning analytics has the potential to act as a “middle space”
between the learning sciences and data analytics, creating technical possibilities for …

Challenges and opportunities of AI in inclusive education: a case study of data-enhanced active reading in Japan

Y Toyokawa, I Horikoshi, R Majumdar… - Smart Learning …, 2023 - Springer
In inclusive education, students with different needs learn in the same context. With the
advancement of artificial intelligence (AI) technologies, it is expected that they will contribute …

Open learner models and learning analytics dashboards: a systematic review

R Bodily, J Kay, V Aleven, I Jivet, D Davis… - Proceedings of the 8th …, 2018 - dl.acm.org
This paper aims to link student facing Learning Analytics Dashboards (LADs) to the corpus
of research on Open Learner Models (OLMs), as both have similar goals. We conducted a …

The End is the Beginning is the End: The closed-loop learning analytics framework

M Sailer, M Ninaus, SE Huber, E Bauer… - Computers in Human …, 2024 - Elsevier
This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …

Analytics of learning strategies: Associations with academic performance and feedback

W Matcha, D Gašević, NAA Uzir, J Jovanović… - Proceedings of the 9th …, 2019 - dl.acm.org
Learning analytics has the potential to detect and explain characteristics of learning
strategies through analysis of trace data and communicate the findings via feedback …