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] Frequency-domain techniques for cerebral and functional near-infrared spectroscopy

S Fantini, A Sassaroli - Frontiers in neuroscience, 2020 - frontiersin.org
This article reviews the basic principles of frequency-domain near-infrared spectroscopy (FD-
NIRS), which relies on intensity-modulated light sources and phase-sensitive optical …

[HTML][HTML] Real-time state estimation in a flight simulator using fNIRS

T Gateau, G Durantin, F Lancelot, S Scannella… - PloS one, 2015 - journals.plos.org
Working memory is a key executive function for flying an aircraft. This function is particularly
critical when pilots have to recall series of air traffic control instructions. However, working …

[HTML][HTML] In silico vs. Over the Clouds: On-the-Fly Mental State Estimation of Aircraft Pilots, Using a Functional Near Infrared Spectroscopy Based Passive-BCI

T Gateau, H Ayaz, F Dehais - Frontiers in human neuroscience, 2018 - frontiersin.org
There is growing interest for implementing tools to monitor cognitive performance in
naturalistic work and everyday life settings. The emerging field of research, known as …

Adaptive model-driven user interface development systems

PA Akiki, AK Bandara, Y Yu - ACM Computing Surveys (CSUR), 2014 - dl.acm.org
Adaptive user interfaces (UIs) were introduced to address some of the usability problems
that plague many software applications. Model-driven engineering formed the basis for most …

Dynamic difficulty using brain metrics of workload

D Afergan, EM Peck, ET Solovey, A Jenkins… - Proceedings of the …, 2014 - dl.acm.org
Dynamic difficulty adjustments can be used in human-computer systems in order to improve
user engagement and performance. In this paper, we use functional near-infrared …

Using fNIRS brain sensing to evaluate information visualization interfaces

EMM Peck, BF Yuksel, A Ottley, RJK Jacob… - Proceedings of the …, 2013 - dl.acm.org
We show how brain sensing can lend insight to the evaluation of visual interfaces and
establish a role for fNIRS in visualization. Research suggests that the evaluation of visual …

Measuring cognitive load and cognition: metrics for technology-enhanced learning

S Martin - Technology-Enhanced and Collaborative Learning, 2018 - taylorfrancis.com
This critical and reflective literature review examines international research published over
the last decade to summarise the different kinds of measures that have been used to explore …

[HTML][HTML] What we can and cannot (yet) do with functional near infrared spectroscopy

M Strait, M Scheutz - Frontiers in neuroscience, 2014 - frontiersin.org
Functional near infrared spectroscopy (NIRS) is a relatively new technique complimentary to
EEG for the development of brain-computer interfaces (BCIs). NIRS-based systems for …

The case for adaptive security interventions

I Rauf, M Petre, T Tun, T Lopez, P Lunn… - ACM Transactions on …, 2021 - dl.acm.org
Despite the availability of various methods and tools to facilitate secure coding, developers
continue to write code that contains common vulnerabilities. It is important to understand …