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] Workplace Well-Being in Industry 5.0: A Worker-Centered Systematic Review

FG Antonaci, EC Olivetti, F Marcolin… - Sensors, 2024 - mdpi.com
The paradigm of Industry 5.0 pushes the transition from the traditional to a novel, smart,
digital, and connected industry, where well-being is key to enhance productivity, optimize …

The placebo effect of artificial intelligence in human–computer interaction

T Kosch, R Welsch, L Chuang, A Schmidt - ACM Transactions on …, 2023 - dl.acm.org
In medicine, patients can obtain real benefits from a sham treatment. These benefits are
known as the placebo effect. We report two experiments (Experiment I: N= 369; Experiment …

" AI enhances our performance, I have no doubt this one will do the same": The Placebo effect is robust to negative descriptions of AI

AM Kloft, R Welsch, T Kosch, S Villa - … of the 2024 CHI Conference on …, 2024 - dl.acm.org
Heightened AI expectations facilitate performance in human-AI interactions through placebo
effects. While lowering expectations to control for placebo effects is advisable, overly …

Adapting visual complexity based on electrodermal activity improves working memory performance in virtual reality

F Chiossi, Y Turgut, R Welsch, S Mayer - Proceedings of the ACM on …, 2023 - dl.acm.org
Biocybernetic loops encompass users' state detection and system adaptation based on
physiological signals. Current adaptive systems limit the adaptation to task features such as …

[HTML][HTML] Virtual reality adaptation using electrodermal activity to support the user experience

F Chiossi, R Welsch, S Villa, L Chuang… - Big Data and Cognitive …, 2022 - mdpi.com
Virtual reality is increasingly used for tasks such as work and education. Thus, rendering
scenarios that do not interfere with such goals and deplete user experience are becoming …

[HTML][HTML] Using IoT devices for sensor-based monitoring of employees' mental workload: Investigating managers' expectations and concerns

S Pütz, V Rick, A Mertens, V Nitsch - Applied ergonomics, 2022 - Elsevier
Although the objective assessment of mental workload has been a focus of human factors
research, few studies have investigated stakeholders' attitudes towards its implementation in …

Notibike: Assessing target selection techniques for cyclist notifications in augmented reality

T Kosch, A Matviienko, F Müller, J Bersch… - Proceedings of the …, 2022 - dl.acm.org
Cyclists' attention is often compromised when interacting with notifications in traffic, hence
increasing the likelihood of road accidents. To address this issue, we evaluate three …

Senscon: Embedding physiological sensing into virtual reality controllers

F Chiossi, T Kosch, L Menghini, S Villa… - Proceedings of the ACM …, 2023 - dl.acm.org
Virtual reality experiences increasingly use physiological data for virtual environment
adaptations to evaluate user experience and immersion. Previous research required …

Assessing cognitive performance using physiological and facial features: Generalizing across contexts

K Sharma, E Niforatos, M Giannakos… - Proceedings of the ACM …, 2020 - dl.acm.org
Sensing and machine learning advances have enabled the unobtrusive measurement of
physiological responses and facial expressions so as to estimate one's cognitive …