Deep learning-based relation extraction and knowledge graph-based representation of construction safety requirements

X Wang, N El-Gohary - Automation in Construction, 2023 - Elsevier
Field compliance checking aims to check the compliance of site operations with applicable
construction safety regulations for detecting violations. Relation extraction provides an …

AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications

ABK Rabbi, I Jeelani - Automation in Construction, 2024 - Elsevier
High occupational injury and fatality rate in the construction industry is a serious global
concern. Recognizing AI as a solution to enhance safety performance, this study reviews …

Predicting occupational injury causal factors using text-based analytics: A systematic review

MZF Khairuddin, K Hasikin, NA Abd Razak… - Frontiers in public …, 2022 - frontiersin.org
Workplace accidents can cause a catastrophic loss to the company including human injuries
and fatalities. Occupational injury reports may provide a detailed description of how the …

Text Mining Applications in the Construction Industry: Current Status, Research Gaps, and Prospects

N Xu, X Zhou, C Guo, B Xiao, F Wei, Y Hu - Sustainability, 2022 - mdpi.com
With the advent of the Industry 4.0 era, information technology has been widely developed
and applied in the construction engineering field. Text mining techniques can extract …

Assessing the Potential of Machine Learning in Construction Safety: A Systematic Review

F Taherpour, G Biratu Dadi, M Keshavarz… - Construction Research …, 2024 - ascelibrary.org
Many fatal and non-fatal occupational incidents have been reported in the construction
industry globally. While many effective techniques have been developed in recent years to …

Analysis of construction site accidents for preventive measures using natural language processing techniques

A Pimpalshende, C Suresh, P Singh - AIP Conference Proceedings, 2024 - pubs.aip.org
In the construction industry, workplace safety is a major concern. Across all sectors,
construction workers are more likely injured compared to other industry due to lack of safety …

Enhancing Construction Site Safety: A Data-Driven Approach with Bayesian Network Analysis and Wearable Sensors?

S Piri - Available at SSRN 4811253, 2024 - papers.ssrn.com
Construction site hazards and safety issues present substantial risks to both construction
workers and the wider public. Improper construction practices or cost-cutting measures can …

IG2NLP: Automated NLP Based Institutional Statement Annotation

J Kjærandsen - 2024 - ntnuopen.ntnu.no
" Institutional Grammar"(Institusjonell Grammatikk) er en grammatikk for systematisk studie
og analyse av institusjoner. Målet til den Institusjonelle Grammatikken er å formalisere en …