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Arshad, Syed Z.

Robust Multimodal Cognitive Load Measurement

Arshad, Syed Z. - Robust Multimodal Cognitive Load Measurement, ebook

130,70€

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ISBN: 9783319317007
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Table of contents

Part I. Preliminaries

1. Introduction
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

2. The State-of-The-Art
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

3. Theoretical Aspects of Multimodal Cognitive Load Measures
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

Part II. Physiological Measurement

4. Eye-Based Measures
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

5. Galvanic Skin Response-Based Measures
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

Part III. Behavioural Measurement

6. Linguistic Feature-Based Measures
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

7. Speech Signal Based Measures
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

8. Pen Input Based Measures
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

9. Mouse Based Measures
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

Part IV. Multimodal Measures and Affecting Factors

10. Multimodal Measures and Data Fusion
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

11. Emotion and Cognitive Load
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

12. Stress and Cognitive Load
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

13. Trust and Cognitive Load
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

Part V. Making Cognitive Load Measurement Accessible

14. Dynamic Cognitive Load Adjustments in a Feedback Loop
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

15. Real-Time Cognitive Load Measurement: Data Streaming Approach
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

16. Applications of Cognitive Load Measurement
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

Part VI. Conclusions

17. Cognitive Load Measurement in Perspective
Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

Keywords: Computer Science, User Interfaces and Human Computer Interaction, Biological Psychology, Biometrics

Author(s)
 
 
 
 
 
 
Publisher
Springer
Publication year
2016
Language
en
Edition
1
Series
Human–Computer Interaction Series
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319317007
Printed ISBN
978-3-319-31698-7

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