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RISDevelopment of a Quantitative Assessment Method for Occupational Accident Risk of Construction Workers Using Resource and Cost Information in the Preconstruction Stage
Publisher: American Society of Civil Engineers
Abstract: AbstractThe construction industry is one of the high-risk industries. One of the reasons why
the construction industry is risky is that it involves a mix of different types of
work and different types of workers. These ...
Statistical Hypothesis Test Approach Considering Workers’ Thermal Comfort to Determine Nonworking Days in Different Climate Zones
Publisher: American Society of Civil Engineers
Abstract: AbstractConstruction duration is one of the three major elements in the construction industry,
and accurate prediction is essential to minimize project variations stemming from
inherent uncertainties. When evaluating ...
Development of Multimodal Recommender System for Advancing Design for Safety with Expert Validation
Publisher: American Society of Civil Engineers
Abstract: AbstractConstruction projects often struggle to integrate safety considerations effectively
and identify hazards comprehensively during the design phase. Design for Safety (DfS)
is a promising approach to embedding safety ...
Data-Driven Approach to Analyzing Factors Influencing Construction Accident Severity Using SHAP Analysis
Publisher: American Society of Civil Engineers
Abstract: AbstractDespite advances in construction safety research, existing studies face critical limitations,
including severe data imbalance in accident severity classification and lack of interpretable
machine-learning models ...
Establishment of Risk Management Groups in Construction Based on Workers’ Age and Accident Probability Using Unsupervised Learning
Publisher: American Society of Civil Engineers
Abstract: AbstractThe construction industry is currently experiencing increased risks due to the aging
workforce. As workers age, their physical capabilities often decline, leading to an
increased likelihood of accidents. Despite ...