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Advances in Neuroergonomics and Cognitive Engineering

Proceedings of the AHFE 2021 Virtual Conferences on Neuroergonomics and Cognitive Engineering, Industrial Cognitive Ergonomics and Engineering Psychology, and Cognitive Computing and Internet of Things, July 25-29, 2021, USA

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Hasan Ayaz

    1. School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, USA

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  2. Umer Asgher

    1. School of Mechanical and Manufacturing Engineering (SMME), National University of Sciences and Technology (NUST), Islamabad, Pakistan

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    You can also search for this editor in PubMed   Google Scholar

  3. Lucas Paletta

    1. DIGITAL – Institute for Information and Communication Technologies, Graz, Austria

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    You can also search for this editor in PubMed   Google Scholar

  • Reports on emerging practices for better integration of human operators with computational systems
  • Highlights the cognitive ergonomic aspects in the design of work and play environments
  • Discusses how to make human-system interaction compatible with human cognitive abilities and limitations

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 259)

Included in the following conference series:

Conference proceedings info: AHFE 2021.

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About this book

This book offers a broad overview of the field of cognitive engineering and neuroergonomics, covering emerging practices and future trends toward the harmonious integration of human operators and computational systems. It gathers both theoretical and practice-oriented studies on mental workload and stress, activity theory, human reliability, error and risk. It covers  applications in various field, and corresponding 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 2021 Conferences on Neuroergonomics and Cognitive Engineering, Industrial Cognitive Ergonomics and Engineering Psychology, and Cognitive Computing and Internet of Things, held virtually on July 25-29, 2021, from USA, this book offers extensive information and a thought-provoking guide for researchers and practitioners in cognitive engineering, neuroergonomics and their applications.

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Table of contents (60 papers)

  1. Front Matter

    Pages i-xvii
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  2. Modeling and Monitoring Humans for Operational Task Performance

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Planned Investigations to Address Acute Central Nervous System Effects of Space Radiation Exposure with Human Performance Data

      • Angela Harrivel, Steve Blattnig, Ryan Norman, Lisa Simonsen
      Pages 3-10

    3. Investigating the Modulation of Spatio-Temporal and Oscillatory Power Dynamics by Perceptible and Non-perceptible Rhythmic Light Stimulation

      • Katharina Lingelbach, Isabel Schöllhorn, Alexander M. Dreyer, Frederik Diederichs, Michael Bui, Michael Weng et al.
      Pages 11-19

    4. Towards Artificial Social Intelligence: Inherent Features, Individual Differences, Mental Models, and Theory of Mind

      • Rhyse Bendell, Jessica Williams, Stephen M. Fiore, Florian Jentsch
      Pages 20-28

  3. Real-World Human State Assessment: Victories and Remaining Challenges

    1. Front Matter

      Pages 29-29
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    2. Can Situation Awareness Be Measured Physiologically?

      • Bethany Bracken, Sean Tobyne, Aaron Winder, Nina Shamsi, Mica R. Endsley
      Pages 31-38

    3. Towards a Measure of Situation Awareness for Space Mission Schedulers

      • Tamsyn Edwards, Summer L. Brandt, Jessica J. Marquez
      Pages 39-45

    4. Monitoring Human Performance on Future Deep Space Missions

      • Kritina Holden, Brandin Munson, Jerri Stephenson
      Pages 46-51

    5. What Did Our Model Just Learn? Hard Lessons in Applying Deep Learning to Human Factors Data

      • Brian Weigel, Kaleb Loar, Andrés Colón, Robert Wright
      Pages 52-60

    6. Addressing Two Central Issues of Team Interaction Dynamics: The Whole is Greater Than the Sum of Its Parts

      • Mustafa Canan, Mustafa Demir
      Pages 61-69

    7. Amyotrophic Lateral Sclerosis Disease Progression Presents Difficulties in Brain Computer Interface Use

      • Emma Dryden, Mohammad Sahal, Sara Feldman, Hasan Ayaz, Terry Heiman-Patterson
      Pages 70-77

    8. Epileptic Seizure Detection Using Tunable Q-Factor Wavelet Transform and Machine Learning

      • Ala Tokhmpash, Sarah Hadipour, Bahram Shafai
      Pages 78-85

  4. Cognitive State Assessment

    1. Front Matter

      Pages 87-87
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    2. Augmented Reality Integrated Brain Computer Interface for Smart Home Control

      • Mohammad Sahal, Emma Dryden, Mali Halac, Sara Feldman, Terry Heiman-Patterson, Hasan Ayaz
      Pages 89-97

    3. Expectations in Human-Robot Interaction

      • Julia Rosén
      Pages 98-105

    4. Application of Recurrent Convolutional Neural Networks for Mental Workload Assessment Using Functional Near-Infrared Spectroscopy

      • Marjan Saadati, Jill Nelson, Adrian Curtin, Lei Wang, Hasan Ayaz
      Pages 106-113

    5. Influence of Properties of the Nervous System on Cognitive Abilities

      • Oleksandr Burov, Svitlana Lytvynova, Olga Pinchuk, Evgeniy Lavrov, Olga Siryk, Victoriya Logvinenko et al.
      Pages 114-119

    6. Understanding Junior Design Students’ Emotion During the Creative Process

      • Amic G. Ho
      Pages 120-126

    7. Art Image Complexity Measurement Based on Visual Cognition: Evidence from Eye-Tracking Metrics

      • Rui Hu, Minghan Weng, Liqun Zhang, Xiaodong Li
      Pages 127-133
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Other volumes

  1. Advances in Neuroergonomics and Cognitive Engineering

  2. Advances in Industrial Design

  3. Advances in Ergonomics in Design

  4. Advances in Safety Management and Human Performance

  5. Advances in Human Factors and Ergonomics in Healthcare and Medical Devices

  6. Advances in Simulation and Digital Human Modeling

  7. Advances in Human Factors and System Interactions

  8. Advances in the Human Side of Service Engineering

  9. Advances in Human Factors, Business Management and Leadership

  10. Advances in Human Factors in Robots, Unmanned Systems and Cybersecurity

  11. Advances in Human Factors in Training, Education, and Learning Sciences

  12. Advances in Human Aspects of Transportation

  13. Advances in Artificial Intelligence, Software and Systems Engineering

  14. Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure

  15. Advances in Physical, Social & Occupational Ergonomics

  16. Advances in Manufacturing, Production Management and Process Control

  17. Advances in Usability, User Experience, Wearable and Assistive Technology

  18. Advances in Creativity, Innovation, Entrepreneurship and Communication of Design

  19. Advances in Human Dynamics for the Development of Contemporary Societies

Editors and Affiliations

  • School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, USA

    Hasan Ayaz

  • School of Mechanical and Manufacturing Engineering (SMME), National University of Sciences and Technology (NUST), Islamabad, Pakistan

    Umer Asgher

  • DIGITAL – Institute for Information and Communication Technologies, Graz, Austria

    Lucas Paletta

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