Multimodal interaction: A review

M Turk - Pattern recognition letters, 2014 - Elsevier
People naturally interact with the world multimodally, through both parallel and sequential
use of multiple perceptual modalities. Multimodal human–computer interaction has sought …

Multimodal fusion for objective assessment of cognitive workload: A review

E Debie, RF Rojas, J Fidock, M Barlow… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Considerable progress has been made in improving the estimation accuracy of cognitive
workload using various sensor technologies. However, the overall performance of different …

Detecting personality traits using eye-tracking data

S Berkovsky, R Taib, I Koprinska, E Wang… - Proceedings of the …, 2019 - dl.acm.org
Personality is an established domain of research in psychology, and individual differences
in various traits are linked to a variety of real-life outcomes and behaviours. Personality …

A classification model for sensing human trust in machines using EEG and GSR

K Akash, WL Hu, N Jain, T Reid - ACM Transactions on Interactive …, 2018 - dl.acm.org
Today, intelligent machines interact and collaborate with humans in a way that demands a
greater level of trust between human and machine. A first step toward building intelligent …

Cognition digital twins for personalized information systems of smart cities: Proof of concept

J Du, Q Zhu, Y Shi, Q Wang, Y Lin… - Journal of Management in …, 2020 - ascelibrary.org
Amid the rapid development of information communication technologies (ICTs), residents of
future smart cities are expected to be exposed to unprecedented amounts of real-time …

[PDF][PDF] The interspeech 2014 computational paralinguistics challenge: Cognitive & physical load, multitasking

B Schuller, S Steidl, A Batliner, J Epps… - … 2014, 15th Annual …, 2014 - mediatum.ub.tum.de
Abstract The INTERSPEECH 2014 Computational Paralinguistics Challenge provides for
the first time a unified test-bed for the automatic recognition of speakers' cognitive and …

Hands-free interaction in immersive virtual reality: A systematic review

P Monteiro, G Gonçalves, H Coelho… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Hands are the most important tool to interact with virtual environments, and they should be
available to perform the most critical tasks. For example, a surgeon in VR should keep …

Immersive technology-driven investigations on influence factors of cognitive load incurred in construction site hazard recognition, analysis and decision making

Y Han, Y Diao, Z Yin, R Jin, J Kangwa… - Advanced Engineering …, 2021 - Elsevier
Digital technologies such as Virtual Reality (VR) are gaining momentum in its use to
implement and deepen construction health and safety education. In this study, researchers …

A critical review of proactive detection of driver stress levels based on multimodal measurements

MN Rastgoo, B Nakisa, A Rakotonirainy… - ACM Computing …, 2018 - dl.acm.org
Stress is a major concern in daily life, as it imposes significant and growing health and
economic costs on society every year. Stress and driving are a dangerous combination and …

EEG fingerprints of task-independent mental workload discrimination

I Kakkos, GN Dimitrakopoulos, Y Sun… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
In the nascent field of neuroergonomics, mental workload assessment is one of the most
important issues and has an apparent significance in real-world applications. Although prior …