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Accident Case Retrieval and Analyses: Using Natural Language Processing in the Construction Industry
11 references·8 citing·51 second hop
Accident Case Retrieval and Analyses: Using Natural Language Processing in the Construction Industry (2019)Accident Case Retrieval and Analyses: Usi…Project Complexity and Risk Management (ProCRiM): Towards modelling project complexity driven risk paths in construction projects (2016)Project Complexity and Risk M…Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports (2015)Automated content analysis fo…An incident database for improving metro safety: The case of shanghai (2015)An incident database for impr…Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking (2013)Semantic NLP-Based Informatio…Retrieving similar cases for alternative dispute resolution in construction accidents using text mining techniques (2012)Retrieving similar cases for …Safety-Knowledge Management in American Construction Organizations (2011)Safety-Knowledge Management i…Spatial and Temporal Exposure to Safety Hazards in Construction (2009)Spatial and Temporal Exposure…Costs of occupational injuries in construction in the United States (2007)Costs of occupational injurie…Capturing Safety Knowledge Using Design-for-Safety-Process Tool (2004)Capturing Safety Knowledge Us…Reducing Variability to Improve Performance as a Lean Construction Principle (2002)Reducing Variability to Impro…Knowledge Management Handbook (1999)Knowledge Management HandbookAI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications (2024)AI integration in constructio…Machine learning-based construction site dynamic risk models (2023)Machine learning-based constr…Overview and analysis of the text mining applications in the construction industry (2022)Overview and analysis of the …Identification of accident-injury type and bodypart factors from construction accident reports: A graph-based deep learning framework (2022)Identification of accident-in…A critical review of text-based research in construction: Data source, analysis method, and implications (2021)A critical review of text-bas…Safety performance & evaluation framework in Indian construction industry (2020)Safety performance & evaluati…Automatically learning construction injury precursors from text (2020)Automatically learning constr…Occupational health and safety in construction industry in Pakistan using modified-SIRA method (2019)Occupational health and safet…Three models for the description of language (1956)Encyclopedia of Language and Linguistics (2006)Mining advisor-advisee relationships from research publication networks (2010)Automated Information Transformation for Automated Regulatory Compliance Checking in Construction (2015)Development of Automatic-Extraction Model of Poisonous Clauses in International Construction Contracts Using Rule-Based NLP (2019)Artificial Intelligence 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(1995)Lean Thinking—Banish Waste and Create Wealth in your Corporation (1997)Toyota production system: beyond large-scale production (1998)Work Flow Variation and Labor Productivity: Case Study (2010)A SURVEY OF THE FACTORS AFFECTING THE PRODUCTIVITY OF CONSTRUCTION PROJECTS IN IRAN (2012)Implementation of lean construction techniques for minimizing the risks effect on project construction time (2013)Behavior-based safety management in Hong Kong's construction industry (1997)Enabling Knowledge Creation (2000)Enabling Knowledge Creation: How to Unlock the Mystery of Tacit Knowledge and Release the Power of Innovation (2000)Construction safety and digital design: A review (2011)Overview and analysis of safety management studies in the construction industry (2014)The Knowledge-Creating Company (1995)The Knowledge-Creating Company (1998)Building theories from case study research (2009)Visualization technology-based construction safety management: A review (2016)Wearable technology for personalized construction safety monitoring and trending: Review of applicable devices (2017)Content Analysis in Mass Communication: Assessment and Reporting of Intercoder Reliability (2002)Text Mining Infrastructure in R (2008)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)A science mapping approach based review of construction safety research (2018)The concept of project complexity—a review (1996)Understanding the key risks in construction projects in China (2007)Risk assessment and risk management: Review of recent advances on their foundation (2015)Supply chain risk network management: A Bayesian belief network and expected utility based approach for managing supply chain risks (2017)A review of artificial intelligence based risk assessment methods for capturing complexity-risk interdependencies (2019)An improved text mining approach to extract safety risk factors from construction accident reports (2021)Application of machine learning to construction injury prediction (2016)The age of analytics: competing in a data-driven world (2016)Construction site accident analysis using text mining and natural language processing techniques (2018)Deep learning-based data analytics for safety in construction (2022)Knowledge Management Enablers, Processes, and Organizational Performance: An Integrative View and Empirical Examination (2003)Empowering Leadership in Management Teams: Effects on Knowledge Sharing, Efficacy, And Performance (2006)Knowledge sharing, innovation and firm performance (2012)
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References

  • 1999Knowledge Management Handbook641 cited
  • 2013Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking464 cited
  • 2015Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports374 cited
  • 2016Project Complexity and Risk Management (ProCRiM): Towards modelling project complexity driven risk paths in construction projects322 cited
  • 2007Costs of occupational injuries in construction in the United States312 cited
  • 2002Reducing Variability to Improve Performance as a Lean Construction Principle223 cited
  • 2009Spatial and Temporal Exposure to Safety Hazards in Construction173 cited
  • 2011Safety-Knowledge Management in American Construction Organizations160 cited
  • 2004Capturing Safety Knowledge Using Design-for-Safety-Process Tool140 cited
  • 2012Retrieving similar cases for alternative dispute resolution in construction accidents using text mining techniques104 cited
  • 2015An incident database for improving metro safety: The case of shanghai72 cited

Cited by

  • 2020Automatically learning construction injury precursors from text155 cited
  • 2024AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications122 cited

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  • 2021A critical review of text-based research in construction: Data source, analysis method, and implications93 cited
  • 2019Occupational health and safety in construction industry in Pakistan using modified-SIRA method93 cited
  • 2020Safety performance & evaluation framework in Indian construction industry92 cited
  • 2022Identification of accident-injury type and bodypart factors from construction accident reports: A graph-based deep learning framework80 cited
  • 2023Machine learning-based construction site dynamic risk models68 cited
  • 2022Overview and analysis of the text mining applications in the construction industry51 cited