Robust Multimodal Cognitive Load Measurement
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,
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Fang Chen Jianlong Zhou Yang Wang Kun Yu Syed Z. Arshad Ahmad Khawaji Dan Conway
Robust Multimodal Cognitive Load Measurement
Human–Computer Interaction Series Editors-in-chief Desney Tan, Microsoft Research, USA Jean Vanderdonckt, Universite´ catholique de Louvain, Belgium
HCI is a multidisciplinary field focused on human aspects of the development of computer technology. As computer-based technology becomes increasingly pervasive – not just in developed countries, but worldwide – the need to take a human-centered approach in the design and development of this technology becomes ever more important. For roughly 30 years now, researchers and practitioners in computational and behavioral sciences have worked to identify theory and practice that influences the direction of these technologies, and this diverse work makes up the field of human-computer interaction. Broadly speaking it includes the study of what technology might be able to do for people and how people might interact with the technology. The HCI series publishes books that advance the science and technology of developing systems which are both effective and satisfying for people in a wide variety of contexts. Titles focus on theoretical perspectives (such as formal approaches drawn from a variety of behavioral sciences), practical approaches (such as the techniques for effectively integrating user needs in system development), and social issues (such as the determinants of utility, usability and acceptability). Titles published within the Human–Computer Interaction Series are included in Thomson Reuters’ Book Citation Index, The DBLP Computer Science Bibliography and The HCI Bibliography. More information about this series at http://www.springer.com/series/6033
Fang Chen • Jianlong Zhou • Yang Wang Kun Yu • Syed Z. Arshad • Ahmad Khawaji Dan Conway
Robust Multimodal Cognitive Load Measurement
Fang Chen National ICT Australia (NICTA) Sydney, NSW Australia
Jianlong Zhou National ICT Australia (NICTA) Sydney, NSW Australia
Yang Wang National ICT Australia (NICTA) Sydney, NSW Australia
Kun Yu National ICT Australia (NICTA) Sydney, NSW Australia
Syed Z. Arshad National ICT Australia (NICTA) Sydney, NSW Australia
Ahmad Khawaji National ICT Australia (NICTA) Sydney, NSW Australia
Dan Conway National ICT Australia (NICTA) Sydney, NSW Australia
ISSN 1571-5035 ISSN 978-3-319-31700-7 (electronic) Human–Computer Interaction Series ISBN 978-3-319-31698-7 ISBN 978-3-319-31700-7 (eBook) DOI 10.1007/978-3-319-31700-7 Library of Congress Control Number: 2016937498 © Springer International Publishing Switzerland 2016 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereaf
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