[HTML][HTML] How can we design for learning in an AI world?

L Carvalho, R Martinez-Maldonado, YS Tsai… - … and Education: Artificial …, 2022 - Elsevier
Fast improvements in computing power and Artificial Intelligence (AI) algorithms enable us
to automate important decisions that shape our everyday lives, and drive workplace …

Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond

D Gašević, S Greiff, DW Shaffer - Computers in Human Behavior, 2022 - Elsevier
Learning analytics uses large amounts of data about learner interactions in digital learning
environments to understand and enhance learning. Although measurement is a central …

Optimal experience in adult learning: Conception and validation of the flow in education scale (EduFlow-2)

J Heutte, F Fenouillet, C Martin-Krumm, G Gute… - Frontiers in …, 2021 - frontiersin.org
While the formulation of Mihaly Csikszentmihalyi's theory of flow, including the experience
dimensions, has remained stable since its introduction in 1975, its dedicated measurement …

I see you: teacher analytics with GPT-4 vision-powered observational assessment

U Lee, Y Jeong, J Koh, G Byun, Y Lee, H Lee… - Smart Learning …, 2024 - Springer
This preliminary study explores how GPT-4 Vision (GPT-4V) technology can be integrated
into teacher analytics through observational assessment, aiming to improve reflective …

Dissecting the temporal dynamics of embodied collaborative learning using multimodal learning analytics.

L Yan, R Martinez-Maldonado, Z Swiecki… - Journal of …, 2024 - psycnet.apa.org
Embodied collaborative learning, intertwining verbal and physical behaviors, is an intricate
learning process demanding a multifaceted approach for comprehensive understanding …

Classroom dandelions: Visualising participant position, trajectory and body orientation augments teachers' sensemaking

G Fernandez-Nieto, P An, J Zhao… - Proceedings of the …, 2022 - dl.acm.org
Despite the digital revolution, physical space remains the site for teaching and learning
embodied knowledge and skills. Both teachers and students must develop spatial …

Design and implementation of an automated classroom analytics system: Stakeholder engagement and map**

E Baran, D AlZoubi, AS Morales - TechTrends, 2023 - Springer
Computational analysis methods and machine learning techniques introduce innovative
ways to capture classroom interactions and display data on analytics dashboards …

Technology-assisted coaching can increase engagement with learning technology at home and caregivers' awareness of it

J Nazare, A Woolf, I Sysoev, S Ballinger, M Saveski… - Computers & …, 2022 - Elsevier
While digital technologies are typically used to support established educational roles, they
can also enable new roles, providing guidance for learners at previously inaccessible points …

Characterising individual-level collaborative learning behaviours using ordered network analysis and wearable sensors

L Yan, Y Tan, Z Swiecki, D Gašević… - International Conference …, 2023 - Springer
Wearable positioning sensors are enabling unprecedented opportunities to model students'
procedural and social behaviours during collaborative learning tasks in physical learning …

Human event recognition in smart classrooms using computer vision: A systematic literature review

ML Córdoba-Tlaxcalteco… - … and Computer Software, 2023 - Springer
The field of human event recognition using visual data in smart environments has emerged
as a fruitful and successful area of study, with extensive research and development efforts …