Investigating construction workers' perception of risk, likelihood, and severity using electroencephalogram and machine learning

No abstract is available for this paper.

• Publication year

  2024

• Venue

  Automation in Construction

• Publication date

  2024-12-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1016/j.autcon.2024.105814
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Construction Site Hazard Identification and Worker Adverse Reaction Monitoring Using Electroencephalograms: A Review

  2024cited by this paper
• Real-Time Monitoring of Mental Fatigue of Construction Workers Using Enhanced Sequential Learning and Timeliness

  2024cited by this paper
• Identifying mental fatigue of construction workers using EEG and deep learning

  2023cited by this paper
• The Influencing Mechanism of Incidental Emotions on Risk Perception: Evidence from Event-Related Potential

  2023cited by this paper
• Visual attention and cognitive process in construction hazard recognition: Study of fixation-related potential

  2023cited by this paper
• A transformative solution for construction safety: Blockchain-based system for accident information management

  2023cited by this paper
• Predicting phonological information in language comprehension: evidence from ERP representational similarity analysis and Chinese idioms

  2023cited by this paper
• Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review

  2022cited by this paper
• Applications of electroencephalography in construction

  2022cited by this paper
• Multi-class classification of construction hazards via cognitive states assessment using wearable EEG

  2022cited by this paper
• Feasibility Study to Identify Brain Activity and Eye-Tracking Features for Assessing Hazard Recognition Using Consumer-Grade Wearables in an Immersive Virtual Environment

  2021cited by this paper
• Classification of construction hazard-related perceptions using: Wearable electroencephalogram and virtual reality

  2021cited by this paper
• Multi-Level Assessment of Occupational Stress in the Field Using a Wearable EEG Headset

  2020cited by this paper
• NeuroRA: A Python Toolbox of Representational Analysis From Multi-Modal Neural Data

  2020cited by this paper
• A multicomponent and neurophysiological intervention for the emotional and mental states of high-altitude construction workers

  2019cited by this paper
• Investigating the effect of indoor thermal environment on occupants’ mental workload and task performance using electroencephalogram

  2019cited by this paper
• Scoping Review of EEG Studies in Construction Safety

  2019cited by this paper
• Application of Wearable Biosensors to Construction Sites. I: Assessing Workers’ Stress

  2019cited by this paper
• A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL)

  2019cited by this paper
• Wearable Sensing Technology Applications in Construction Safety and Health

  2019cited by this paper
• How to define and measure risk perceptions

  2019cited by this paper
• Detecting and measuring construction workers' vigilance through hybrid kinematic-EEG signals

  2019cited by this paper
• A Guide to Representational Similarity Analysis for Social Neuroscience

  2019cited by this paper
• Pre-service fatigue screening for construction workers through wearable EEG-based signal spectral analysis

  2019cited by this paper
• An Empirically Based Agent-Based Model of the Sociocognitive Process of Construction Workers’ Safety Behavior

  2018cited by this paper
• The Hazard Perception for the Surrounding Shape of Warning Signs: Evidence From an Event-Related Potentials Study

  2018cited by this paper
• Mobile EEG-Based Workers’ Stress Recognition by Applying Deep Neural Network

  2018cited by this paper
• A supervised learning-based construction workers' stress recognition using a wearable electroencephalography (EEG) device

  2018cited by this paper
• Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG

  2018cited by this paper
• EEG Signal-Processing Framework to Obtain High-Quality Brain Waves from an Off-the-Shelf Wearable EEG Device

  2018cited by this paper
• Risk perceptions on cruise ships among young people: Concepts, approaches and directions

  2018cited by this paper
• Opinion Where Does EEG Come From and What Does It Mean ?

  2017cited by this paper
• Feasibility of Field Measurement of Construction Workers' Valence Using a Wearable EEG Device

  2017cited by this paper
• Risk Perceptions and Risk Characteristics

  2017cited by this paper
• Do we see how they perceive risk? An integrated analysis of risk perception and its effect on workplace safety behavior.

  2017cited by this paper
• Segmentation by Travel Related Risks: An Integrated Approach

  2017cited by this paper
• Revealing the "invisible Gorilla" in construction: Estimating construction safety through mental workload assessment

  2016cited by this paper
• Risk Matrix Integrating Risk Attitudes Based on Utility Theory

  2015cited by this paper
• Recommendations on the use and design of risk matrices

  2015cited by this paper
• The neural process of perception and evaluation for environmental hazards: evidence from event-related potentials

  2014cited by this paper
• Hazard recognition and risk perception in construction

  2014cited by this paper
• Psychological Antecedents of Risk-Taking Behavior in Construction

  2014cited by this paper
• Vacationing in a Terror-Stricken Destination

  2013cited by this paper
• APA handbook of research methods in psychology, Vol 1: Foundations, planning, measures, and psychometrics.

  2012cited by this paper
• Fostering a Strong Construction Safety Culture

  2011cited by this paper
• Risk Perception and Risk-Taking Behavior of Construction Site Dumper Drivers

  2010cited by this paper
• Neurocognitive mechanisms underlying identification of environmental risks.

  2009cited by this paper
• Emotion and attention: event-related brain potential studies.

  2006cited by this paper
• Owner’s Role in Construction Safety: Guidance Model

  2006cited by this paper
• Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality

  2004cited by this paper
• The selective processing of briefly presented affective pictures: an ERP analysis.

  2004cited by this paper
• Emotional Facilitation of Sensory Processing in the Visual Cortex

  2003cited by this paper
• Risk as feelings.

  2001cited by this paper
• Consequences of perceived risk: Demand for mitigation

  1999cited by this paper
• The Relative Contributions of Injury Severity and Likelihood Information on Hazard-Risk Judgments and Warning Compliance

  1999cited by this paper
• Worry and Risk Perception

  1998cited by this paper
• Antecedents of construction workers' safety cognition: A systematic review

  year unknowncited by this paper

• How Safety Knowledge Impacts Construction Workers’ Risk Perception: ERP Study

  2026cites this paper
• Toward early warning of unsafe behavior of excavator operators under time pressure: experimental evidence and EEG-based detection via RCF-IncepLite model.

  2026cites this paper
• Integrating electroencephalogram with machine learning modeling to classify hazard perception for safety sign designs

  2026cites this paper
• Pilot flying versus pilot monitoring: The effect of role assignment on pilots’ perceived risk in flight simulation experiment

  2025cites this paper
• Emotional and Cognitive Landscape of Perceived Risk: Anxiety, Caution, and Financial Loss in Shaping Safety Decisions Using Partial Least Squares Structural Equation Modeling

  2025cites this paper