IoT contributions to the safety of construction sites: a comprehensive review of recent advances, limitations, and suggestions for future directions

M Elrifaee, T Zayed, E Ali, AH Ali - Internet of Things, 2024 - Elsevier
The construction industry, known for its high-risk environment, consistently experiences a
significant number of fatalities globally. Mitigating these risks and ensuring safety on …

Knowledge graph improved dynamic risk analysis method for behavior-based safety management on a construction site

Q Chen, D Long, C Yang, H Xu - Journal of Management in …, 2023 - ascelibrary.org
Construction sites are considered high-risk working environments. Safety risk analysis of
construction sites is one of the important aspects of construction safety management …

Real-time safety and worker self-assessment: Sensor-based mobile system for critical unsafe behaviors

H Zhu, BG Hwang - Automation in Construction, 2025 - Elsevier
Human error significantly contributes to construction accidents, exacerbated by the lack of a
digital tool for assessing and improving workers' safety performance. This paper addresses …

Spatial-temporal analysis of safety risks in trajectories of construction workers based on complex network theory

P Duan, J Zhou, YM Goh - Advanced Engineering Informatics, 2023 - Elsevier
Understanding the traffic patterns of construction workers on high-risk construction sites is
important for implementing behaviour-based safety management. However, safety risks in …

[HTML][HTML] Determining critical cause combination of fatality accidents on construction sites with machine learning techniques

Q Shuang, Z Zhang - Buildings, 2023 - mdpi.com
The construction industry is fraught with danger. The investigation of the causes of
occupational accidents receives considerable attention. The purpose of this research is to …

Data-driven automatic classification model for construction accident cases using natural language processing with hyperparameter tuning

L Kumi, J Jeong, J Jeong - Automation in Construction, 2024 - Elsevier
The construction industry, while vital to societal progress, is marred by a high incidence of
accidents and injuries. Manual classification of accident cases is intensive and susceptible …

Role of national conditions in occupational fatal accidents in the construction industry using interpretable machine learning approach

K Koc - Journal of Management in Engineering, 2023 - ascelibrary.org
Current national occupational safety and health (OSH) initiatives follow reactive approaches,
ie, if it breaks, fix it. Existing accounts, however, failed to improve national OSH …

Data-driven approach to develop prediction model for outdoor thermal comfort using optimized tree-type algorithms

J Jeong, J Jeong, M Lee, J Lee, S Chang - Building and Environment, 2022 - Elsevier
Thermal comfort can affect the productivity, health, and satisfaction of people. Although
indoor thermal comfort can be controlled using heating, ventilation, and air conditioning, this …

Network-based safety risk analysis and interactive dashboard for root cause identification in construction accident management

L Kumi, J Jeong, J Jeong, J Son, H Mun - Reliability Engineering & System …, 2025 - Elsevier
Construction projects are characterized by dynamic environments where numerous safety
risks interact, leading to high rates of accidents and fatalities. Traditional safety analysis …

[HTML][HTML] Quantitative analysis of the accident prevention costs in korean construction projects

J Lee, J Jeong, J Soh, J Jeong - Buildings, 2022 - mdpi.com
It is essential to objectively evaluate accident prevention costs (APCs) to respond to high-
accident rates in the construction industry. However, currently, no quantitative APC analysis …