Editors:
- Reports on emerging practices for better integration of human operators with computational systems
- Explores cognitive ergonomics research methods
- Highlights mental workload, decision-making and skilled performance
- Discusses the brain’s mechanisms of cognition, such as perception, memory, reasoning and motor response
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1201)
Conference series link(s): AHFE: International Conference on Applied Human Factors and Ergonomics
Conference proceedings info: AHFE 2020.
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Table of contents (59 papers)
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Front Matter
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Machine Learning in Cognitive Neuroimaging
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Front Matter
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Cognitive Function Assessment
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Front Matter
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Understanding and Monitoring Human Performance
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Front Matter
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Other Volumes
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Advances in Neuroergonomics and Cognitive Engineering
About this book
This book offers broad overview of the field of cognitive engineering and neuroergonomics, covering emerging practices and future trends toward the harmonious integration of human operators and computer systems. It presents novel theoretical findings on mental workload and stress, activity theory, human reliability, error and risk, and a wealth of cutting-edge applications, such as strategies to make assistive technologies more user-oriented. Further, the book describes key advances in our understanding of cognitive processes, including mechanisms of perception, memory, reasoning, and motor response, with a particular focus on their role in interactions between humans and other elements of computer-based systems. Gathering the proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology, held on 16–20 July 2020, this book provides extensive and timely information for human–computer interaction researchers, human factors engineers and interaction designers, as well as decision-makers.
Keywords
- Human-agent teaming
- Human-autonomy teaming
- Organizational Socialization
- Evaluating cognitive workload
- Correlation between EEG and fNIRS signals
- Multi-objective mathematical modeling
- Mental workload assessment methods
- Joint attention of ASD children
- Modeling brain signals
- Assessing cognitive function
- Knowledge Creation
- Neurophysiological assessment of wokers
- Children-robots interaction
- Facial expression analysis
- Project-based learning
- Machine learning classifiers
- Applications of cognitive neuroimaging
- AHFE 2020 Proceedings
Editors and Affiliations
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Drexel University, Philadelphia, USA
Hasan Ayaz
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National University of Sciences and Tech (NUST), School of Mech and Manufacturing Eng (SMME), Islamabad, Pakistan
Umer Asgher
Bibliographic Information
Book Title: Advances in Neuroergonomics and Cognitive Engineering
Book Subtitle: Proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology, July 16-20, 2020, USA
Editors: Hasan Ayaz, Umer Asgher
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-3-030-51041-1
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-51040-4Published: 28 June 2020
eBook ISBN: 978-3-030-51041-1Published: 27 June 2020
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XVII, 455
Number of Illustrations: 43 b/w illustrations, 99 illustrations in colour
Topics: Computational Intelligence, Biomedical Engineering and Bioengineering, Engineering Design, Engineering Economics, Organization, Logistics, Marketing