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Application of Natural Language Processing and Text Mining to Identify Patterns in Construction-Defect Litigation Cases
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Application of Natural Language Processing and Text Mining to Identify Patterns in Construction-Defect Litigation Cases (2019)Application of Natural Language Processin…An Enhanced Research Productivity Monitoring System for Higher Education Institutions (HEI's) with Natural Language Processing (NLP) (2023)An Enhanced Research Producti…An Empirical Analysis of Risk Similarity among Major Transportation Projects Using Natural Language Processing (2021)An Empirical Analysis of Risk…A critical review of text-based research in construction: Data source, analysis method, and implications (2021)A critical review of text-bas…Understanding On-Site Inspection of Construction Projects Based on Keyword Extraction and Topic Modeling (2020)Understanding On-Site Inspect…Text Mining of the Securities and Exchange Commission Financial Filings of Publicly Traded Construction Firms Using Deep Learning to Identify and Assess Risk (2020)Text Mining of the Securities…Control Focus in Standard Forms: An Assessment through Text Mining and NLP (2020)Control Focus in Standard For…The Information Content of Mandatory Risk Factor Disclosures in Corporate Filings (2010)Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures (2014)Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports (2015)Predictive risk modeling for major transportation projects using historical data (2022)Deterministic and Probabilistic Risk Management Approaches in Construction Projects: A Systematic Literature Review and Comparative Analysis (2023)Risks Caused by Information Asymmetry in Construction Projects: A Systematic Literature Review (2023)The Economics of Organization: The Transaction Cost Approach (1981)Incomplete Contracts and the Theory of the Firm (1988)Analysing factors affecting delays in Indian construction projects (2011)Intelligent detection on construction project contract missing clauses based on deep learning and NLP (2023)Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking (2013)Predicting construction cost overruns using text mining, numerical data and ensemble classifiers (2014)An approach to twinning and mining collaborative network of construction projects (2021)Adaptive control of resource flow to optimize construction work and cash flow via online deep reinforcement learning (2023)The impact of AI-enabled CRM systems on organizational competitive advantage: A mixed-method approach using BERTopic and PLS-SEM (2024)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)Automatic construction site hazard identification integrating construction scene graphs with BERT based domain knowledge (2022)AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications (2024)Megaprojects and Risk (2003)Towards a better modelling and assessment of construction risk: Insights from a literature review (2013)Ex Post Project Risk Assessment: Method and Empirical Study (2022)A SYSTEMATIC REVIEW OF THE PUBLIC–PRIVATE PARTNERSHIP LITERATURE PUBLISHED BETWEEN 2012 AND 2021 (2023)Data-Driven Approach to Risk Identification for Major Transportation Projects: A Common Risk Breakdown Structure (2023)Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis (2017)Natural language processing (NLP) in management research: A literature review (2020)Text Preprocessing for Text Mining in Organizational Research: Review and Recommendations (2020)
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Cited by

  • 2021A critical review of text-based research in construction: Data source, analysis method, and implications93 cited
  • 2020Understanding On-Site Inspection of Construction Projects Based on Keyword Extraction and Topic Modeling44 cited
  • 2020Text Mining of the Securities and Exchange Commission Financial Filings of Publicly Traded Construction Firms Using Deep Learning to Identify and Assess Risk36 cited
  • 2021An Empirical Analysis of Risk Similarity among Major Transportation Projects Using Natural Language Processing28 cited
  • 2020Control Focus in Standard Forms: An Assessment through Text Mining and NLP26 cited
  • 2023An Enhanced Research Productivity Monitoring System for Higher Education Institutions (HEI's) with Natural Language Processing (NLP)6 cited

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