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Human Mental Workload: Models and Applications [electronic resource] : 5th International Symposium, H-WORKLOAD 2021, Virtual Event, November 24–26, 2021, Proceedings /

Contributor(s): Material type: TextTextSeries: Communications in Computer and Information Science ; 1493Publisher: Cham : Springer International Publishing : Imprint: Springer, 2021Edition: 1st ed. 2021Description: X, 165 p. 34 illus., 22 illus. in color. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783030914080
Subject(s): Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification:
  • 621.39 23
  • 004.6 23
LOC classification:
  • TK7885-7895
  • TK5105.5-5105.9
Online resources:
Contents:
Models -- In search of the redline: perspectives on mental workload and the ‘underload problem’. - A novel parabolic model of instructional efficiency grounded on ideal mental workload and performance -- Radical Connectionism – Implications for Mental Workload Research -- Fundamental Frequency as an Alternative Method for Assessing Mental Fatigue of Distance Learning Teachers -- A systematic review of older drivers in a level 3 autonomous vehicle: A cognitive load perspective -- Applications -- On EEG Preprocessing Role in Deep Learning Effectiveness for Mental Workload Classification -- Mental Workload Assessment in Military Pilots Using Flight Simulators and Physiological Sensors -- Exploring the Influence of Information Overload, Internet Addiction, and Social Network Addiction, on Students' Well-being and Academic Outcomes -- Examining Cognitive Workload during Covid-19: A Qualitative Study -- The Relationship between Workload,Fatigue and Sleep Quality of Psychiatric Staff.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 5th International Symposium on Human Mental Workload: Models and Applications, H-WORKLOAD 2021, held virtually in November 2021. The volume presents 9 revised full papers, which were carefully reviewed and selected from 16 submissions. The papers are organized in two topical sections on models and applications.
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Models -- In search of the redline: perspectives on mental workload and the ‘underload problem’. - A novel parabolic model of instructional efficiency grounded on ideal mental workload and performance -- Radical Connectionism – Implications for Mental Workload Research -- Fundamental Frequency as an Alternative Method for Assessing Mental Fatigue of Distance Learning Teachers -- A systematic review of older drivers in a level 3 autonomous vehicle: A cognitive load perspective -- Applications -- On EEG Preprocessing Role in Deep Learning Effectiveness for Mental Workload Classification -- Mental Workload Assessment in Military Pilots Using Flight Simulators and Physiological Sensors -- Exploring the Influence of Information Overload, Internet Addiction, and Social Network Addiction, on Students' Well-being and Academic Outcomes -- Examining Cognitive Workload during Covid-19: A Qualitative Study -- The Relationship between Workload,Fatigue and Sleep Quality of Psychiatric Staff.

This book constitutes the refereed proceedings of the 5th International Symposium on Human Mental Workload: Models and Applications, H-WORKLOAD 2021, held virtually in November 2021. The volume presents 9 revised full papers, which were carefully reviewed and selected from 16 submissions. The papers are organized in two topical sections on models and applications.

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