Robust multimodal cognitive load measurement /

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Bibliographic Details
Main Authors: Chen, Fang (Researcher on machine learning) (Author)
Published: Springer,
Publisher Address: Cham :
Publication Dates: [2016]
Literature type: Book
Language: English
Series: Human-computer interaction series,
Subjects:
Carrier Form: xiv, 254 pages : illustrations (some color), forms ; 24 cm.
Bibliography: Includes bibliographical references.
ISBN: 9783319316987 (hardback) :
3319316982 (hardback)
Index Number: QA76
CLC: TP11
Call Number: TP11/C518
Contents: Part 1. Preliminaries. Introduction -- The state-of-the-art -- Theoretical aspects of multimodal cognitive load measures -- part 2. Physiological measurement. Eye-based measures -- Galvanic skin response-based measures -- part 3. Behavioural measurement. Linguistic feature-based measures -- Speech signal based measures -- Pen input based measures -- Mouse based measures -- part 4. Multimodal measures and affecting factors. Multimodal measures and data fusion -- Emotion and cognitive load -- Stress and cognitive load -- Trust and cognitive load -- part 5. Making cognitive load measurement accessible. Dynamic cognitive load adjustments in a feedback loop -- Real-time cognitive load measurement: data streaming approach -- Applications of cognitive load measurement -- part 6. Conclusions -- Cognitive load measurement in perspectives.