Concepedia

An improved text mining approach to extract safety risk factors from construction accident reports

Na Xu, Ling Ma, Qing Liu, Li Wang, Yongliang Deng

Safety Science · 2021 · 187 citations · 45 references

Open access

Concepts

EngineeringCivil EngineeringConstruction ManagementData MiningRisk AnalysisRisk AssessmentAccident InvestigationAccident PreventionConstruction Safety EngineeringIncident ClassificationSafety Management SystemsText MiningAccident ClassificationAccident ReportsConstruction Hazard IdentificationIncident Log AnalysisSafety Data AnalyticsSafety Risk AnalysisText-based Hazard Classification

References

45

A guide to the project management body of knowledge (PMBOK guide)

Pmbok · 2004 · 4.3K citations

Management, Knowledge Management, Project Management +14

A novel approach to risk assessment for occupational health and safety using Pythagorean fuzzy AHP & fuzzy inference system

Esra İ̇lbahar, Ali Karaşan, Selçuk Çebi et al. · Safety Science · 2017 · 558 citations

Public Health, Risk Management, Occupational Health +10

Construction site accident analysis using text mining and natural language processing techniques

Fan Zhang, Hasan Fleyeh, Xinru Wang et al. · Automation in Construction · 2018 · 361 citations

Computing, Civil Engineering, Construction Management +16

Project Complexity and Risk Management (ProCRiM): Towards modelling project complexity driven risk paths in construction projects

Abroon Qazi, John M. Quigley, Alex Dickson et al. · International Journal of Project Management · 2016 · 281 citations

Management, Project Management, Risk Management +10

Text Mining: Techniques, Applications and Issues

Ramzan Talib, Muhammad Kashif, Shaeela Ayesha et al. · International Journal of Advanced Computer Science and Applications · 2016 · 214 citations · Full text

Computing, Computer Science, Data Science +11