A survey on measuring cognitive workload in human-computer interaction

T Kosch, J Karolus, J Zagermann, H Reiterer… - ACM Computing …, 2023 - dl.acm.org
The ever-increasing number of computing devices around us results in more and more
systems competing for our attention, making cognitive workload a crucial factor for the user …

[HTML][HTML] Cognitive and emotional engagement while learning with VR: The perspective of multimodal methodology

I Dubovi - Computers & Education, 2022 - Elsevier
This study uses a multimodal data analysis approach to provide a more continuous and
objective insight into how students' engagement unfolds and impacts learning …

Measuring cognitive load using eye tracking technology in visual computing

J Zagermann, U Pfeil, H Reiterer - Proceedings of the sixth workshop on …, 2016 - dl.acm.org
In this position paper we encourage the use of eye tracking measurements to investigate
users' cognitive load while interacting with a system. We start with an overview of how eye …

[HTML][HTML] Technostress causes cognitive overload in high-stress people: Eye tracking analysis in a virtual kiosk test

SY Kim, H Park, H Kim, J Kim, K Seo - Information Processing & …, 2022 - Elsevier
In the midst of the COVID-19 pandemic, the use of non-face-to-face information and
communication technology (ICT) such as kiosks has increased. While kiosks are useful …

What does germane load mean? An empirical contribution to the cognitive load theory

N Debue, C Van De Leemput - Frontiers in psychology, 2014 - frontiersin.org
While over the last decades, much attention has been paid to the mental workload in the
field of human computer interactions, there is still a lack of consensus concerning the factors …

Using task-induced pupil diameter and blink rate to infer cognitive load

S Chen, J Epps - Human–Computer Interaction, 2014 - Taylor & Francis
Minimizing user cognitive load is suggested as an integral part of human-centered design,
where a more intuitive, easy to learn, and adaptive interface is desired. In this context, it is …

Interaction effects of pedestrian behavior, smartphone distraction and external communication of automated vehicles on crossing and gaze behavior

M Lanzer, I Koniakowsky, M Colley… - Proceedings of the 2023 …, 2023 - dl.acm.org
External communication of automated vehicles is proposed to replace driver-pedestrian
communication in ambiguous crossing situations. So far, research has focused on simpler …

Measuring cognitive load in the presence of educational video: Towards a multimodal methodology

JL Kruger, S Doherty - Australasian Journal of Educational Technology, 2016 - ajet.org.au
The use of video has become well established in education, from traditional courses to
blended and online courses. It has grown both in its diversity of applications as well as its …

Capturing emotion reactivity through physiology measurement as a foundation for affective engineering in engineering design science and engineering practices

S Balters, M Steinert - Journal of Intelligent Manufacturing, 2017 - Springer
This paper presents the theoretical and practical fundamentals of using physiology sensors
to capture human emotion reactivity in a products or systems engineering context. We aim to …

Automatic classification of eye activity for cognitive load measurement with emotion interference

S Chen, J Epps - Computer methods and programs in biomedicine, 2013 - Elsevier
Measuring cognitive load changes can contribute to better treatment of patients, can help
design effective strategies to reduce medical errors among clinicians and can facilitate user …