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Text Mining of the Securities and Exchange Commission Financial Filings of Publicly Traded Construction Firms Using Deep Learning to Identify and Assess Risk

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References

2010The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings922 cited
2014Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures491 cited
2015Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports374 cited
2010Evaluation of Risk Factors Leading to Cost Overrun in Delivery of Highway Construction Projects242 cited
2019Development of Automatic-Extraction Model of Poisonous Clauses in International Construction Contracts Using Rule-Based NLP169 cited
2015Major construction risk factors considered by general contractors in Qatar101 cited
2019Application of Natural Language Processing and Text Mining to Identify Patterns in Construction-Defect Litigation Cases80 cited
2018Risk Perception Comparison among Construction Safety Professionals: Delphi Perspective80 cited
2015Risk-Based Project Delivery Selection Model for Highway Design and Construction62 cited
2012Enterprise Risk Management Strategies for State Departments of Transportation42 cited
2011Knowledge discovery from post-project reviews40 cited

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