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 / / Hasan Ayaz, Umer Asgher, Lucas Paletta, editors

• Pubblicazione: Cham, Switzerland : , : Springer, , [2021]; ©2021
• Descrizione fisica: 1 online resource (534 pages)
• Disciplina: 612.8
• Soggetto topico: Neuroergonomics
• Persona (resp. second.): AyazHasan; AsgherUmer; PalettaLucas
• Nota di contenuto: Intro -- Advances in Human Factors and Ergonomics 2021 -- Preface -- Contents -- Modeling and Monitoring Humans for Operational Task Performance -- Planned Investigations to Address Acute Central Nervous System Effects of Space Radiation Exposure with Human Performance Data -- 1 Introduction -- 2 Transferring Human Performance Outcome Limits to Animal Exposure Levels -- 3 Experimental Design Considerations -- 3.1 Task and Mission Selection -- 3.2 Determining Significantly-Low Levels of Performance -- 3.3 Measures and Evaluation -- 4 Conclusions -- References -- Investigating the Modulation of Spatio-Temporal and Oscillatory Power Dynamics by Perceptible and Non-perceptible Rhythmic Light Stimulation -- 1 Introduction -- 2 Methods -- 2.1 Participants -- 2.2 Apparatus and Stimuli -- 2.3 Procedure -- 2.4 Data Analysis -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Towards Artificial Social Intelligence: Inherent Features, Individual Differences, Mental Models, and Theory of Mind -- 1 Introduction -- 1.1 Framing the Issue: ASI and Urban Search and Rescue -- 2 From Knowledge in the Head to Artificial Social Intelligence -- 2.1 Theory of Mind, Mental Models, and Human-Agent Profiles -- 3 Preliminary Data Insights -- 3.1 Sample and Study Design -- 3.2 Processing Knowledge from the Head -- 3.3 Individual Differences and Minecraft USAR Mental Models -- 4 Concluding Remarks -- References -- Real-World Human State Assessment: Victories and Remaining Challenges -- Can Situation Awareness Be Measured Physiologically? -- 1 Introduction -- 2 Current SA Measures -- 3 Physiological Measures of SA -- 4 A Multidimensional Approach -- 5 Summary -- References -- Towards a Measure of Situation Awareness for Space Mission Schedulers -- 1 Introduction -- 2 Situation Awareness Overview -- 2.1 Understanding SA in Scheduling. ; 2.2 Scheduling-Specific SA Measure Development -- 3 Measure Implementation: Experimental Methodology -- 4 Results -- 5 Discussion and Conclusions -- References -- Monitoring Human Performance on Future Deep Space Missions -- 1 Introduction -- 2 Select Human Performance Monitoring Technologies -- 3 Conclusions and Future Work -- References -- What Did Our Model Just Learn? Hard Lessons in Applying Deep Learning to Human Factors Data -- 1 Introduction -- 2 Background -- 3 Case Study 1: Context Identification -- 4 Case Study 2: User Verification -- 5 Discussion -- 6 Conclusion -- References -- Addressing Two Central Issues of Team Interaction Dynamics: The Whole is Greater Than the Sum of Its Parts -- 1 Introduction -- 2 Team Task and Uncertainty: A Toy Model -- 3 Two Ways to Build Models of Human Cognitive Systems -- 3.1 Classical Probability Theory -- 3.2 Quantum Cognition -- 4 Summary -- References -- Amyotrophic Lateral Sclerosis Disease Progression Presents Difficulties in Brain Computer Interface Use -- 1 Introduction -- 2 Methods -- 2.1 Equipment -- 2.2 Protocol -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Epileptic Seizure Detection Using Tunable Q-Factor Wavelet Transform and Machine Learning -- 1 Introduction -- 2 Data and Methodology -- 2.1 Bonn Dataset -- 2.2 TQWT -- 2.3 Fractional Fuzzy Entropy -- 2.4 Auto-encoder -- 2.5 K Nearest Neighbor -- 2.6 Support Vector Machines -- 3 Results -- 4 Conclusion -- References -- Cognitive State Assessment -- Augmented Reality Integrated Brain Computer Interface for Smart Home Control -- 1 Introduction -- 2 Traditional System Set-up and Challenges -- 3 AR BCI Based Smart Home Set-up -- 3.1 Ultra-mobile EEG Headset -- 3.2 AR Headset -- 3.3 Raspberry Pi SoC -- 3.4 Smart Home Assistant -- 3.5 Overall System Design -- 4 Conclusion -- References -- Expectations in Human-Robot Interaction. ; 1 Introduction -- 2 Expectations -- 2.1 Expectations of Social Robots -- 3 Studying Expectations with UX Methodology -- 3.1 Analyze: Understanding User Work and Needs -- 3.2 Design: Creating Design Concepts -- 3.3 Prototype: Realizing Design Alternatives -- 3.4 Evaluate: Verifying and Refining Designs -- 4 Conclusions -- References -- Application of Recurrent Convolutional Neural Networks for Mental Workload Assessment Using Functional Near-Infrared Spectroscopy -- 1 Introduction -- 2 Network Development -- 2.1 Brief Overview of Network Components -- 2.2 Network Architectures -- 3 Implementation -- 3.1 Dataset and Preprocessing -- 3.2 Evaluation -- 4 Conclusion -- References -- Influence of Properties of the Nervous System on Cognitive Abilities -- 1 Introduction -- 2 Method -- 3 Results and Discussion -- 4 Conclusion -- References -- Understanding Junior Design Students' Emotion During the Creative Process -- 1 Introduction -- 2 Emotionalise Design Process -- 3 Decision-Making and Evaluation in the Design Process -- 4 Steps for Designing Emotion -- 5 Grammar for Visualising Emotions -- 6 Conclusion -- References -- Art Image Complexity Measurement Based on Visual Cognition: Evidence from Eye-Tracking Metrics -- 1 Introduction -- 2 Method -- 2.1 Stimuli -- 2.2 Participants -- 2.3 Eye-Tracking Task -- 2.4 Psychological Scaling -- 3 Result -- 4 Discussion -- References -- Neurobusiness Applications -- Attentional and Emotional Engagement of Sustainability in Tourism Marketing: Electroencephalographic (EEG) and Peripheral Neuroscientific Approach -- 1 Sustainability in Tourism Marketing -- 2 Neuroscience to Investigate Sustainability -- 3 A Neuroscientific Approach to Investigate Sustainability in Tourism Marketing -- 4 Discussion and Conclusions -- References. ; The Face of Bad Advertising: Assessing the Effects of Human Face Images in Advertisement Design Using Eye-Tracking -- 1 Introduction -- 2 Methods -- 2.1 Participants -- 2.2 Experimental Procedure -- 2.3 Eye Tracking Procedure and Analysis -- 3 Results -- 4 Discussion -- References -- Interpersonal Synchrony Protocol for Cooperative Team Dynamics During Competitive E-Gaming -- 1 Introduction and Background -- 2 Methodology -- 2.1 Experimental Overview -- 2.2 Experimental Setup -- 2.3 Cognitive Baseline Battery -- 2.4 Overwatch Gaming Task -- 3 Discussion -- References -- Assessing the Impact of Ad Characteristics on Consumer Behavior and Electrodermal Activity -- 1 Introduction -- 2 Methods -- 2.1 Participants -- 2.2 Experiment Protocol -- 2.3 Data Acquisition, Signal Processing, and Analysis -- 3 Results -- 3.1 Self-reported Ratings -- 3.2 EDA Measures -- 4 Discussion -- References -- Systemic-Structural Activity Theory -- Systemic-Structural Activity Theory and Artificial Intelligence -- 1 Introduction -- 2 Various Applications of Artificial Intelligence -- 3 Application of SSAT to Artificial Intelligence -- 4 Conclusion -- References -- Applying Web-based Application ExpressDecision2 in Patient-Centered Care -- 1 Introduction -- 2 Problem-Centered and User-Centered Decisions -- 3 ExpressDecision2 -- 4 Applying ED2 to Reduce High Cholesterol Levels -- 4.1 Statin Choice Decision Aid Applied to John's Case -- 4.2 ED2 Applied to John's Case -- 4.3 Evaluating Hypothesis "STD Helps" -- 5 Conclusion -- References -- Neurocognitive Indicators of Insight According to P300 and Later Visual ERP Components -- 1 Introduction -- 2 Methods -- 3 Outcomes -- 4 Discussion -- 5 Conclusion -- References -- Self-regulation Approach for Setting Goals in Problem-Solving -- 1 Introduction -- 2 Bounded Rationality of Decision-Making and Problem-Solving. ; 3 Self-regulation Model of Decision-Making -- 4 The Principle of Instrumental Rationality for Setting Goals in Problem-Solving -- 5 Conclusion -- References -- Worker Engagement in Routinized Structured Activity Circumvention: Using SSAT to Understand the Significance of Involuntary Cognitive Intentionality -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results and Discussion -- 4.1 Outline of Supervisory Research Activity Guide -- 4.2 Supervisor-Students Exchanges on Students' Output Conformity -- 5 Conclusion -- References -- Brain-Machine Interface (BMI) and Neuroinformatics -- Design for AI-Enhanced Operator Information Ergonomics in a Time-Critical Environment -- 1 Introduction -- 1.1 Measures of Information Ergonomics -- 2 Information Ergonomics in the Context of Situational Awareness -- 3 Using 3D Modelling and AI Driven Clustering to Enhance Information Ergonomics in Time-Critical Activity -- 3.1 Use Scenario -- 4 Concluding Remarks -- References -- Feature Comparison of Emotion Estimation by EEG and Heart Rate Variability Indices and Accuracy Evaluation by Machine Learning -- 1 Introduction -- 2 Feature Extraction from EEG and Heart Rate Variability -- 2.1 EEG Indexes -- 2.2 Heart Rate Variability (HRV) Indexes -- 3 Feature Selection -- 4 Data Collection -- 5 Model Construction and Comparison of Accuracies -- 6 Discussion and Future Work -- 7 Conclusion -- References -- An Analysis of the Cognitive Process and Similarities of Complex Problem Solving Discussions -- 1 Introduction -- 2 Methodology -- 2.1 Data Collection -- 2.2 Change in Subjective Difficulties and Conflict Level -- 2.3 Comparing Problem Difficulty and Conflict -- 2.4 Unitizing and Coding -- 2.5 Cognitive Process -- 2.6 Cognitive Process Similarity -- 3 Results -- 3.1 Participants' Information -- 3.2 Comparing Problem Difficulty and Conflict. ; 3.3 Cognitive Process.
• Titolo autorizzato: Advances in Neuroergonomics and Cognitive Engineering
• ISBN: 3-030-80285-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910488699203321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture notes in networks and systems ; ; Volume 259.