Modeling the Cognitive Task Load and Performance of Naval Operators
FAC '09 Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: Held as Part of HCI International 2009
Unobtrusive Sensing of Emotions (USE)
Journal of Ambient Intelligence and Smart Environments
Modelling cognitive and affective load for the design of human-machine collaboration
EPCE'07 Proceedings of the 7th international conference on Engineering psychology and cognitive ergonomics
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This paper evaluates the feasibility and reliability of measuring the (emotional) state of the robot operators in urban search and rescue missions in real-time. An experiment has been conducted, in which a high-fidelity team task in a realistic urban search and rescue setting was executed by fire fighters in cooperation with robots. During the task, several emotion-eliciting events were triggered. In addition, the heart rate variability, skin conductance and facial expressions were monitored. After the scenario execution, the fire fighters were asked to describe their emotional state during task execution. We found that the facial expressions were not reliably recognized, but that heart rate variability and skin conductance measured a higher arousal during (some of) the emotion-eliciting events. However, the different measures still have shortcomings regarding use in complex and dynamic environments.