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Assessment of Drivers’ Mental Workload by Multimodal Measures during Auditory-Based Dual-Task Driving Scenarios
16 references·0 citing·45 second hop
Assessment of Drivers’ Mental Workload by Multimodal Measures during Auditory-Based Dual-Task Driving Scenarios (2024)Assessment of Drivers’ Mental Workload by…Human Mental Workload: A Survey and a Novel Inclusive Definition (2022)Human Mental Workload: A Surv…A Systematic Review of Physiological Measures of Mental Workload (2019)A Systematic Review of Physio…A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving (2019)A Review of Psychophysiologic…Mental workload is reflected in driver behaviour, physiology, eye movements and prefrontal cortex activation (2018)Mental workload is reflected …Measuring mental workload using physiological measures: A systematic review (2018)Measuring mental workload usi…Mental workload and driving (2014)Mental workload and drivingSensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task (2012)Sensitivity of Physiological …Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Measuring neurophysiological …Multiple Resources and Mental Workload (2008)Multiple Resources and Mental…Cardiovascular and eye activity measures as indices for momentary changes in mental effort during simulated flight (2008)Cardiovascular and eye activi…Nasa-Task Load Index (NASA-TLX); 20 Years Later (2006)Nasa-Task Load Index (NASA-TL…Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…An Analysis of Mental Workload in Pilots During Flight Using Multiple Psychophysiological Measures (2002)An Analysis of Mental Workloa…The measurement of drivers' mental workload (1996)The measurement of drivers' m…The Information That Drivers Use: Is it Indeed 90% Visual? (1996)The Information That Drivers …The Subjective Workload Assessment Technique: A Scaling Procedure for Measuring Mental Workload (1988)The Subjective Workload Asses…Simultaneous conjoint measurement: A new type of fundamental measurement (1964)Analysis of Factorial Experiments by Estimating Monotone Transformations of the Data (1965)On the economy of the human-processing system. (1979)A Multilevel Analysis of Effort, Practice, and Performance: Effects; of Ability, Conscientiousness, and Goal Orientation. (2004)What is the relationship between mental workload factors and cognitive load types? (2011)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Measurement of Situation Awareness in Dynamic Systems (1995)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Driver Fatigue Detection Systems: A Review (2018)A Theoretical Field-Analysis of Automobile-Driving (1938)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The Senses Considered as Perceptual Systems (1969)Multisensory In-Car Warning Signals for Collision Avoidance (2007)Visual attention and the transition from novice to advanced driver (2007)A Comprehensive Survey of Driving Monitoring and Assistance Systems (2019)Using mobile telephones: cognitive workload and attention resource allocation (2003)Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)Highly Automated Driving, Secondary Task Performance, and Driver State (2012)Engineering Psychology and Human Performance (2015)Perception and Communication (2016)Multiple resources and performance prediction (2002)Working Memory Capacity as Executive Attention (2002)Cognitive Architecture and Instructional Design: 20 Years Later (2019)Coefficient Alpha and the Internal Structure of Tests (1951)Inferring psychological significance from physiological signals. (1990)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)State of science: mental workload in ergonomics (2014)Physiological Measurements of Situation Awareness: A Systematic Review (2020)EEG power spectral measures of cognitive workload: A meta‐analysis (2022)Drives and the C. N. S. (conceptual nervous system). (1955)Measures of emotion: A review (2009)Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning (2017)Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue (2020)The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load (2021)Detecting driver fatigue using heart rate variability: A systematic review (2022)A Review of the Mental Workload Literature (2007)Modeling and Predicting Mental Workload in En Route Air Traffic Control: Critical Review and Broader Implications (2007)Psycho-physiological measures for assessing cognitive load (2010)A Review of Mobile Robotic Telepresence (2013)A Social Virtual Reality Based Construction Safety Education System for Experiential Learning (2014)How High is High? A Meta-Analysis of NASA-TLX Global Workload Scores (2015)
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References

  • 2006Nasa-Task Load Index (NASA-TLX); 20 Years Later4,288 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2008Multiple Resources and Mental Workload2,163 cited
  • 2012Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness1,348 cited
  • 1988The Subjective Workload Assessment Technique: A Scaling Procedure for Measuring Mental Workload830 cited
  • 2018Measuring mental workload using physiological measures: A systematic review713 cited
  • 1996The measurement of drivers' mental workload619 cited
  • 2002An Analysis of Mental Workload in Pilots During Flight Using Multiple Psychophysiological Measures488 cited
  • 1996The Information That Drivers Use: Is it Indeed 90% Visual?409 cited
  • 2019A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving349 cited
  • 2019A Systematic Review of Physiological Measures of Mental Workload309 cited
  • 2012Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task298 cited
  • 2014Mental workload and driving247 cited
  • 2022Human Mental Workload: A Survey and a Novel Inclusive Definition221 cited

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  • 2018Mental workload is reflected in driver behaviour, physiology, eye movements and prefrontal cortex activation213 cited
  • 2008Cardiovascular and eye activity measures as indices for momentary changes in mental effort during simulated flight205 cited
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