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[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review
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 …
(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
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 …
research that reports empirical findings to assess the impact on learning and teaching …
Develo** capabilities: Lifelong learning in the age of AI
Due to the ongoing digitalisation of workplaces and educational settings, human activity
underpinning learning and work is increasingly mediated by technology. The advancement …
underpinning learning and work is increasingly mediated by technology. The advancement …
License to evaluate: Preparing learning analytics dashboards for educational practice
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 …
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
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 …
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
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 …
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
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 …
advancement of artificial intelligence (AI) technologies, it is expected that they will contribute …
Open learner models and learning analytics dashboards: a systematic review
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 …
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
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 …
the field of learning analytics, structured around a dedicated closed-loop framework. This …
Analytics of learning strategies: Associations with academic performance and feedback
Learning analytics has the potential to detect and explain characteristics of learning
strategies through analysis of trace data and communicate the findings via feedback …
strategies through analysis of trace data and communicate the findings via feedback …