Real-time prediction of short-timescale fluctuations in cognitive workload

Real-time prediction of short-timescale fluctuations in cognitive workload

Abstract Human operators often experience large fluctuations in cognitive workload over seconds timescales that can lead to sub-optimal performance, ranging from overload to neglect. Adaptive automation could potentially address this issue, but to do so it needs to be aware of real-time changes in o...

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Bibliographic Details
Main Authors: Udo Boehm, Dora Matzke, Matthew Gretton, Spencer Castro, Joel Cooper, Michael Skinner, David Strayer, Andrew Heathcote
Format: Article
Language:English
Published: SpringerOpen 2021-04-01
Series:Cognitive Research
Subjects:
Cognitive workload
Detection response task
Cross-validation
Workload prediction
Human-automation teaming
Online Access:https://doi.org/10.1186/s41235-021-00289-y

Internet

https://doi.org/10.1186/s41235-021-00289-y

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