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Robust Multimodal Cognitive Load Measurement (Hardcover, 1st ed. 2016)
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Robust Multimodal Cognitive Load Measurement (Hardcover, 1st ed. 2016)
Series: Human-Computer Interaction Series
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This book explores robust multimodal cognitive load measurement
with physiological and behavioural modalities, which involve the
eye, Galvanic Skin Response, speech, language, pen input, mouse
movement and multimodality fusions. Factors including stress,
trust, and environmental factors such as illumination are discussed
regarding their implications for cognitive load measurement.
Furthermore, dynamic workload adjustment and real-time cognitive
load measurement with data streaming are presented in order to make
cognitive load measurement accessible by more widespread
applications and users. Finally, application examples are reviewed
demonstrating the feasibility of multimodal cognitive load
measurement in practical applications. This is the first book of
its kind to systematically introduce various computational methods
for automatic and real-time cognitive load measurement and by doing
so moves the practical application of cognitive load measurement
from the domain of the computer scientist and psychologist to more
general end-users, ready for widespread implementation. Robust
Multimodal Cognitive Load Measurement is intended for researchers
and practitioners involved with cognitive load studies and
communities within the computer, cognitive, and social sciences.
The book will especially benefit researchers in areas like
behaviour analysis, social analytics, human-computer interaction
(HCI), intelligent information processing, and decision support
systems.
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