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 …

A generic framework of intelligent adaptive learning systems: from learning effectiveness to training transfer

M Hou, C Fidopiastis - Theoretical Issues in Ergonomics Science, 2017 - Taylor & Francis
This paper provides guidance for adaptive learning systems designers by reviewing the
evolution of learning theories and their associated progress, which is enabled by computers …

OpenSync: an open-source platform for synchronizing multiple measures in neuroscience experiments

M Razavi, V Janfaza, T Yamauchi, A Leontyev… - Journal of neuroscience …, 2022 - Elsevier
Background The human mind is multimodal. Most behavioral studies rely on century-old
measures such as task accuracy and latency. To better understand human behavior and …

Enhancing the effectiveness of human-robot teaming with a closed-loop system

G Teo, L Reinerman-Jones, G Matthews, J Szalma… - Applied ergonomics, 2018 - Elsevier
With technological developments in robotics and their increasing deployment, human-robot
teams are set to be a mainstay in the future. To develop robots that possess teaming …

Cognitive state assessment: Examination of EEG-based measures on a stroop task

LW Sciarini, JD Grubb… - Proceedings of the Human …, 2014 - journals.sagepub.com
This effort investigated the ability of a neurophysiological measure to detect changes in
workload during a task which is sensitive to cognitive function. A growing collection of …

[PDF][PDF] Multifaktorielle Echtzeitdiagnose des Nutzerzustands in adaptiver Mensch-Maschine-Interaktion

JC Schwarz - 2019 - eldorado.tu-dortmund.de
Konzepte adaptiver Systemgestaltung zielen darauf ab, den Operateur zustands-und
situationsabhängig zu unterstützen, um Leistungsausfällen und-minderungen frühzeitig …

Two steps back for one step forward: revisiting augmented cognition principles from a perspective of (social) system theory

S Fuchs, J Schwarz, FO Flemisch - … Conference, AC 2014, Held as Part of …, 2014 - Springer
One decade after the Augmented Cognition concept validation experiments, the field may
have passed the hype phases of inflated expectations and disillusionment but seems to …

Augmenting robot behaviors using physiological measures of workload state

G Teo, L Reinerman-Jones, G Matthews… - … AC 2016, Held as Part of …, 2016 - Springer
The evolution of robots from tools to teammates requires a paradigm shift. Robot teammates
need to interpret naturalistic forms of human communication and sense implicit, but …

Multimodal-multisensory experiments

M Razavi, T Yamauchi, V Janfaza, A Leontyev… - 2020 - preprints.org
The human mind is multimodal. Yet most behavioral studies rely on century-old measures of
behavior—task accuracy and latency (response time). Multimodal and multisensory analysis …

[PDF][PDF] Inferring cognitive states from multimodal measures in information science

J Gwizdka, MJ Cole - ICMI 2011 Workshop on Inferring Cognitive …, 2011 - academia.edu
This paper presents our work using uni-and multi-modal measures to infer and predict
context and mental states of a person engaged in interactive information seeking. We …