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Automatic construction site hazard identification integrating construction scene graphs with BERT based domain knowledge
6 references·1 citing·27 second hop
Automatic construction site hazard identification integrating construction scene graphs with BERT based domain knowledge (2022)Automatic construction site hazard identi…Combining computer vision with semantic reasoning for on-site safety management in construction (2021)Combining computer vision wit…A critical review of text-based research in construction: Data source, analysis method, and implications (2021)A critical review of text-bas…Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology (2020)Knowledge graph for identifyi…Remote proximity monitoring between mobile construction resources using camera-mounted UAVs (2018)Remote proximity monitoring b…An assessment model for RFID impacts on prevention and visibility of inventory inaccuracy presence (2017)An assessment model for RFID …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 integrated approach for automatic safety inspection in construction: Domain knowledge with multimodal large language model (2025)An integrated approach for au…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)Application of machine learning to construction injury prediction (2016)A science mapping approach based review of construction safety research (2018)The Bullwhip Effect In Supply Chains 1 (1997)Quantifying the Bullwhip Effect in a Simple Supply Chain: The Impact of Forecasting, Lead Times, and Information (2000)The Value of Information Sharing in a Two-Level Supply Chain (2000)Onsite video mining for construction hazards identification with visual relationships (2019)Inventory management for retail companies: A literature review and current trends (2021)A quantitative analysis of inaccuracy inventory reducing in multi-period mode: Comparison between RFID and inventory counting (2023)Autonomous pro-active real-time construction worker and equipment operator proximity safety alert system (2010)Computer vision techniques for construction safety and health monitoring (2015)Image-based construction hazard avoidance system using augmented reality in wearable device (2017)A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory (2017)Computer vision applications in construction safety assurance (2019)Computer vision for behaviour-based safety in construction: A review and future directions (2019)Deep learning-based data analytics for safety in construction (2022)Real-time mixed reality-based visual warning for construction workforce safety (2022)Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking (2013)The age of analytics: competing in a data-driven world (2016)Construction site accident analysis using text mining and natural language processing techniques (2018)Automated detection of contractual risk clauses from construction specifications using bidirectional encoder representations from transformers (BERT) (2022)Predictive risk modeling for major transportation projects using historical data (2022)Handbook of OSHA Construction Safety and Health (2006)AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications (2024)Construction Site Safety Management: A Computer Vision and Deep Learning Approach (2023)
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References

  • 2015Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports374 cited
  • 2018Remote proximity monitoring between mobile construction resources using camera-mounted UAVs275 cited
  • 2020Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology247 cited
  • 2021Combining computer vision with semantic reasoning for on-site safety management in construction110 cited
  • 2021A critical review of text-based research in construction: Data source, analysis method, and implications93 cited
  • 2017An assessment model for RFID impacts on prevention and visibility of inventory inaccuracy presence32 cited

Cited by

  • 2025An integrated approach for automatic safety inspection in construction: Domain knowledge with multimodal large language model73 cited

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