Human–Computer Interaction Series

Robust Multimodal Cognitive Load Measurement

Authors: Chen, F., Zhou, J., Wang, Y., Yu, K., Arshad, S.Z., Khawaji, A., Conway, D.

Free Preview
  • Explores multimodal cognitive load measurement using physiological and behavioral modalities
  • Introduces various computational methods for automatic and real-time cognitive load measurement
  • Provides models for dynamic workload adjustment and real-time cognitive load measurement via data streaming
see more benefits

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-319-31700-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
Softcover $149.99
price for USA in USD
About this book

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.

Reviews

“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)


Table of contents (17 chapters)

Table of contents (17 chapters)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-319-31700-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
Softcover $149.99
price for USA in USD
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Robust Multimodal Cognitive Load Measurement
Authors
Series Title
Human–Computer Interaction Series
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-31700-7
DOI
10.1007/978-3-319-31700-7
Hardcover ISBN
978-3-319-31698-7
Softcover ISBN
978-3-319-81099-7
Series ISSN
1571-5035
Edition Number
1
Number of Pages
XIV, 254
Number of Illustrations
66 b/w illustrations, 65 illustrations in colour
Topics