Arshad, Syed Z.
Robust Multimodal Cognitive Load Measurement
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
Nyckelord: Computer Science, User Interfaces and Human Computer Interaction, Biological Psychology, Biometrics
- Författare
- Arshad, Syed Z.
- Chen, Fang
- Conway, Dan
- Khawaji, Ahmad
- Wang, Yang
- Yu, Kun
- Zhou, Jianlong
- Utgivare
- Springer
- Utgivningsår
- 2016
- Språk
- en
- Utgåva
- 1
- Serie
- Human–Computer Interaction Series
- Sidantal
- 14 sidor
- Kategori
- Datateknik, Datakommunikation
- Format
- E-bok
- eISBN (PDF)
- 9783319317007
- Tryckt ISBN
- 978-3-319-31698-7