Multimodal data fusion in learning analytics: A systematic review

S Mu, M Cui, X Huang - Sensors, 2020 - mdpi.com
Multimodal learning analytics (MMLA), which has become increasingly popular, can help
provide an accurate understanding of learning processes. However, it is still unclear how …

Automated gaze-based mind wandering detection during computerized learning in classrooms

S Hutt, K Krasich, C Mills, N Bosch, S White… - User Modeling and User …, 2019 - Springer
We investigate the use of commercial off-the-shelf (COTS) eye-trackers to automatically
detect mind wandering—a phenomenon involving a shift in attention from task-related to …

Augmented chironomia for presenting data to remote audiences

BD Hall, L Bartram, M Brehmer - Proceedings of the 35th Annual ACM …, 2022 - dl.acm.org
To facilitate engaging and nuanced conversations around data, we contribute a touchless
approach to interacting directly with visualization in remote presentations. We combine …

Eyesthetics: Making sense of the aesthetics of playing with gaze

A Ramirez Gomez, M Lankes - Proceedings of the ACM on Human …, 2021 - dl.acm.org
Gaze interaction has been growing fast as a compelling tool for control and immersion for
gameplay. Here, we present a conceptual framework focusing on the aesthetic player …

Supporting complex decision-making: Evidence from an eye tracking study on in-person and remote collaboration

K Wisiecka, Y Konishi, K Krejtz, M Zolfaghari… - ACM Transactions on …, 2023 - dl.acm.org
This article examines the attentional mechanism of in-person collaboration by means of
System Dynamics-based simulations using an eye tracking experiment. Three experimental …

Feasibility of Longitudinal Eye-Gaze Tracking in the Workplace

S Hutt, AEB Stewart, J Gregg, S Mattingly… - Proceedings of the ACM …, 2022 - dl.acm.org
Eye movements provide a window into cognitive processes, but much of the research
harnessing this data has been confined to the laboratory. We address whether eye gaze can …

Social gaze in minimalist games

M Lankes - Proceedings of the Annual Symposium on Computer …, 2020 - dl.acm.org
Social gaze-based interactions in games form a timely field of research as they can enrich
communicative acts within the game world. Apart from portraying gaze via realistic-looking …

Towards designing diegetic gaze in games: The use of gaze roles and metaphors

A Ramirez Gomez, M Lankes - Multimodal Technologies and Interaction, 2019 - mdpi.com
Gaze-based interactions have found their way into the games domain and are frequently
employed as a means to support players in their activities. Instead of implementing gaze as …

Scaling Up: Moving Automated Gaze-based Engagement Detection Out of the Lab

S Hutt - 2020 - search.proquest.com
Decades of eye gaze research has explored the links between eye gaze, engagement, and
learning, however, due to the high cost of research-grade eye tracking, this work has hitherto …