[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 …
Towards collaboration translucence: Giving meaning to multimodal group data
V Echeverria, R Martinez-Maldonado… - Proceedings of the …, 2019 - dl.acm.org
Collocated, face-to-face teamwork remains a pervasive mode of working, which is hard to
replicate online. Team members' embodied, multimodal interaction with each other and …
replicate online. Team members' embodied, multimodal interaction with each other and …
Visualizing data to support judgement, inference, and decision making in learning analytics: Insights from cognitive psychology and visualization science
SSJ Alhadad - Journal of Learning Analytics, 2018 - learning-analytics.info
Understanding human judgement and decision making during visual inspection of data is of
both practical and theoretical interest. While visualizing data is a commonly employed …
both practical and theoretical interest. While visualizing data is a commonly employed …
What do you mean by collaboration analytics? A conceptual model
R Martinez-Maldonado, D Gašević… - Journal of Learning …, 2021 - opus.lib.uts.edu.au
Using data to generate a deeper understanding of collaborative learning is not new, but
automatically analyzing log data has enabled new means of identifying key indicators of …
automatically analyzing log data has enabled new means of identifying key indicators of …
The engagement of university teachers with predictive learning analytics
C Herodotou, C Maguire, N McDowell, M Hlosta… - Computers & …, 2021 - Elsevier
Predictive learning analytics (PLA) is an educational innovation that has the potential to
enhance the teaching practice and facilitate student learning and success. Yet, the degree of …
enhance the teaching practice and facilitate student learning and success. Yet, the degree of …
The multimodal matrix as a quantitative ethnography methodology
S Buckingham Shum, V Echeverria… - Advances in Quantitative …, 2019 - Springer
This paper seeks to contribute to the emerging field of Quantitative Ethnography (QE) by
demonstrating its utility to solve a complex challenge in Learning Analytics: the provision of …
demonstrating its utility to solve a complex challenge in Learning Analytics: the provision of …
Learning-centred translucence: An approach to understand how teachers talk about classroom data
Teachers are increasingly being encouraged to embrace evidence-based practices.
Learning analytics (LA) offer great promise in supporting these by providing evidence for …
Learning analytics (LA) offer great promise in supporting these by providing evidence for …
VizChat: Enhancing Learning Analytics Dashboards with Contextualised Explanations Using Multimodal Generative AI Chatbots
Learning analytics dashboards (LADs) serve as pivotal tools in transforming complex
learner data into actionable insights for educational stakeholders. Despite their potential, the …
learner data into actionable insights for educational stakeholders. Despite their potential, the …
Development of actionable insights for regulating students' collaborative writing of scientific texts
We develop indicators for teachers to monitor and regulate students' collaborative writing on
a web-based science learning environment. Visualizations of carefully selected indicators …
a web-based science learning environment. Visualizations of carefully selected indicators …
[PDF][PDF] Human-centered approaches to data-informed feedback
YS Tsai, R Martinez-Maldonado - Handbook of Learning …, 2022 - research.monash.edu
Learning analytics seeks to support and enhance learning through data-informed feedback
practices. As learning analytics emphasizes an iterative loop from learner to data, metrics …
practices. As learning analytics emphasizes an iterative loop from learner to data, metrics …