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AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications
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AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications (2024)AI integration in construction safety: Cu…Text mining-based construction site accident classification using hybrid supervised machine learning (2020)Text mining-based constructio…Deep learning and network analysis: Classifying and visualizing accident narratives in construction (2020)Deep learning and network ana…A critical review of vision-based occupational health and safety monitoring of construction site workers (2020)A critical review of vision-b…Computer vision for behaviour-based safety in construction: A review and future directions (2019)Computer vision for behaviour…Accident Case Retrieval and Analyses: Using Natural Language Processing in the Construction Industry (2019)Accident Case Retrieval and A…Safety leading indicators for construction sites: A machine learning approach (2018)Safety leading indicators for…Construction site accident analysis using text mining and natural language processing techniques (2018)Construction site accident an…Computer vision aided inspection on falling prevention measures for steeplejacks in an aerial environment (2018)Computer vision aided inspect…Image-based construction hazard avoidance system using augmented reality in wearable device (2017)Image-based construction haza…A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory (2017)A deep hybrid learning model …Application of machine learning to construction injury prediction (2016)Application of machine learni…Computer vision techniques for construction safety and health monitoring (2015)Computer vision techniques fo…Overview and analysis of safety management studies in the construction industry (2014)Overview and analysis of safe…Decision tree analysis of construction fall accidents involving roofers (2014)Decision tree analysis of con…Occupational health and safety in the construction industry (2013)Occupational health and safet…Distributional Structure (1954)Distributional StructureIndustrial accident prevention (1941)Revised NIOSH equation for the design and evaluation of manual lifting tasks (1993)Workplace surveillance: an overview (2010)Visualization technology-based construction safety management: A review (2016)Wearable technology for personalized construction safety monitoring and trending: Review of applicable devices (2017)Review : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2 (2001)Conducting research literature reviews: from the Internet to paper (2005)A critical review of virtual and augmented reality (VR/AR) applications in construction safety (2017)Bibliometric analysis of safety culture research (2017)Systematic Approaches to a Successful Literature Review (2022)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The Framing of Decisions and the Psychology of Choice (1981)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Application of optimized machine learning techniques for prediction of occupational accidents (2018)Machine learning predictive model based on national data for fatal accidents of construction workers (2019)Blue or Red? Exploring the Effect of Color on Cognitive Task Performances (2009)Autonomous pro-active real-time construction worker and equipment operator proximity safety alert system (2010)Leading indicators of construction safety performance (2012)Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology (2020)Literature Review of Digital Twins Applications in Construction Workforce Safety (2020)Industrial accident prevention : a safety management approach (1980)Real-time construction worker posture analysis for ergonomics training (2012)Computer vision applications in construction safety assurance (2019)A Coefficient of Agreement for Nominal Scales (1960)The Measurement of Observer Agreement for Categorical Data (1977)Managing the Risks of Organizational Accidents (2016)Predicting types of occupational accidents at construction sites in Korea using random forest model (2019)Application of machine learning techniques for predicting the consequences of construction accidents in China (2020)Contributing factors in construction accidents (2005)Retrieving similar cases for alternative dispute resolution in construction accidents using text mining techniques (2012)Predicting construction cost overruns using text mining, numerical data and ensemble classifiers (2014)Hazard analysis: A deep learning and text mining framework for accident prevention (2020)An improved text mining approach to extract safety risk factors from construction accident reports (2021)Book Review: Industrial Accident Prevention: A Scientific Approach (1951)Construction safety training using immersive virtual reality (2013)Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports (2015)Integrating feature engineering, genetic algorithm and tree-based machine learning methods to predict the post-accident disability status of construction workers (2021)Language in Relation to a Unified Theory of the Structure of Human Behavior (1967)Theories of Lexical Semantics (2009)How to do Linguistics with R (2015)
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References

  • 1954Distributional Structure4,815 cited
  • 2014Overview and analysis of safety management studies in the construction industry627 cited
  • 2015Computer vision techniques for construction safety and health monitoring565 cited
  • 2017A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory495 cited
  • 2018Construction site accident analysis using text mining and natural language processing techniques388 cited
  • 2016Application of machine learning to construction injury prediction361 cited
  • 2019Computer vision for behaviour-based safety in construction: A review and future directions355 cited
  • 2018Safety leading indicators for construction sites: A machine learning approach300 cited
  • 2020Text mining-based construction site accident classification using hybrid supervised machine learning226 cited
  • 2017Image-based construction hazard avoidance system using augmented reality in wearable device215 cited
  • 2020A critical review of vision-based occupational health and safety monitoring of construction site workers209 cited
  • 2013Occupational health and safety in the construction industry195 cited
  • 2020Deep learning and network analysis: Classifying and visualizing accident narratives in construction180 cited
  • 2018Computer vision aided inspection on falling prevention measures for steeplejacks in an aerial environment

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174 cited
  • 2014Decision tree analysis of construction fall accidents involving roofers168 cited
  • 2019Accident Case Retrieval and Analyses: Using Natural Language Processing in the Construction Industry165 cited
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