Robust Multimodal Cognitive Load Measurement / Human-Computer Interaction Series (PDF)

Name: Robust Multimodal Cognitive Load Measurement / Human-Computer Interaction Series
Brand: Springer-Verlag GmbH
SKU: 80761264
Price: 96.29 EUR
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(Sprache: Englisch)

Autoren: Fang Chen , Jianlong Zhou , Yang Wang , mehr...

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Robust Multimodal Cognitive Load Measurement / Human-Computer Interaction Series, Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

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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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Bibliographische Angaben

Autoren: Fang Chen , Jianlong Zhou , Yang Wang , Kun Yu , Syed Z. Arshad , Ahmad Khawaji , Dan Conway
2016, 1st ed. 2016, 254 Seiten, Englisch
Verlag: Springer-Verlag GmbH
ISBN-10: 3319317008
ISBN-13: 9783319317007
Erscheinungsdatum: 14.06.2016

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Dateiformat: PDF
Größe: 9.45 MB
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“The content of this volume is a fair reference source for researchers and stakeholders interested in the investigation and application of the construct of cognitive load. … this is a good reference for those who are interested in the application of cognitive load and its measurement, with the aim of designing multimodal human-computer interactive systems better aligned with limited mental capacities of humans.” (Luca Longo, Computing Reviews, March, 2017)

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