Research map: Exploring the potential of machine learning adoption to improve construction project management practices: practitioners’ perspectives

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Papers in this map

  1. Firm Resources and Sustained Competitive Advantage · Jay Bryan Barney · 1991 · 47752 citations · Cited by this paper
  2. Assessing plumbing standards compliance, challenges and training effectiveness in the Ghanaian construction industry: an institutional and compliance theory perspective · 2025 · Related
  3. User Acceptance of Information Technology: Toward A Unified View1 · Viswanath Venkatesh · 2003 · 44748 citations · Cited by this paper
  4. Development of a convolutional neural network (CNN) algorithm for fire disaster management in commercial complexes in Nigeria · 2025 · Related
  5. The Elements of Statistical Learning · Trevor Hastie · 2009 · 24845 citations · Cited by this paper
  6. Performance evaluation of cement mortar incorporating alkali-treated natural fibers of varying lengths and volume fractions · 2025 · Related
  7. Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead · Cynthia D Rudin · 2019 · 10280 citations · Cited by this paper
  8. Achieving circular economy through circular resources: a study of carpet waste minimisation in New Zealand · 2026 · Related
  9. Machine learning: Trends, perspectives, and prospects · Michael I. Jordan · 2015 · 10039 citations · Cited by this paper
  10. Adoption of environmental, social and governance (ESG) practices among project managers in the Ghanaian construction industry · 2026 · Related
  11. Prospect Theory: An Analysis of Decision Under Risk · Daniel J. Kahneman · 2013 · 3115 citations · Cited by this paper
  12. Do overall findings correlate with granular findings? An analysis of factors influencing office workers’ thermal comfort and indoor air quality · 2025 · Related
  13. Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges · Sofiat Abioye · 2021 · 989 citations · Cited by this paper
  14. Encumbrances of integrating sustainability concepts and practices in rural community buildings: empirical evidence from Ghana · 2025 · Related
  15. The role of knowledge-oriented leadership in knowledge management practices and innovation · Mario J. Donate · 2014 · 872 citations · Cited by this paper
  16. Environmental, social and governance (ESG) in the built environment: science mapping of present and future trends · 2026 · Related
  17. The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism · Samuel Fosso Wamba · 2019 · 761 citations · Cited by this paper
  18. On the identification of evaluation criteria to choose optimal wall and façade systems in Iran residential constructions · 2026 · Related
  19. Ready or Not, AI Comes— An Interview Study of Organizational AI Readiness Factors · Jan Jöhnk · 2020 · 602 citations · Cited by this paper
  20. The impact of digital transformation on the construction supply chain · 2026 · Related
  21. Survival of the unfittest: why the worst infrastructure gets built--and what we can do about it · Bent Flyvbjerg · 2009 · 523 citations · Cited by this paper
  22. Proactive behavior-based safety management for construction safety improvement · Heng Li · 2015 · 401 citations · Cited by this paper
  23. The Effect of Absorptive Capacity on Innovativeness: Context and Information Systems Capability as Catalysts · Gabriel Cepeda‐Carrión · 2010 · 321 citations · Cited by this paper
  24. Building Information Modelling, Artificial Intelligence and Construction Tech · Rafael Sacks · 2020 · 272 citations · Cited by this paper
  25. Artificial intelligence and machine learning applications in the project lifecycle of the construction industry: A comprehensive review · Shuvo Dip Datta · 2024 · 195 citations · Cited by this paper
  26. A software engineering perspective on engineering machine learning systems: State of the art and challenges · Görkem Giray · 2021 · 184 citations · Cited by this paper
  27. BIM and IoT data fusion: The data process model perspective · Xiongwei Huang · 2023 · 81 citations · Cited by this paper
  28. Machine learning in project analytics: a data-driven framework and case study · Shahadat Uddin · 2022 · 80 citations · Cited by this paper
  29. Roles of Artificial Intelligence and Machine Learning in Enhancing Construction Processes and Sustainable Communities · Kayode Olatunji Kazeem · 2023 · 60 citations · Cited by this paper
  30. Digital transformation in construction – a review · Olle Samuelson · 2023 · 55 citations · Cited by this paper
  31. Adaptive control of resource flow to optimize construction work and cash flow via online deep reinforcement learning · Can Jiang · 2023 · 52 citations · Cited by this paper
  32. Digital Transformation of the Construction Industry: A Review · Muhammad Ali Musarat · 2021 · 50 citations · Cited by this paper
  33. AI Trust: Can Explainable AI Enhance Warranted Trust? · Regina de Brito Duarte · 2023 · 50 citations · Cited by this paper
  34. Developing a readiness model and a self-assessment tool for adopting digital technologies in construction organizations · Xichen Chen · 2022 · 49 citations · Cited by this paper
  35. Predictive Analytics for Early-Stage Construction Costs Estimation · Sergio Lautaro Castro Miranda · 2022 · 42 citations · Cited by this paper
  36. Quality assurance strategies for machine learning applications in big data analytics: an overview · Mihajlo Ogrizović · 2024 · 38 citations · Cited by this paper
  37. A vision-based approach for autonomous crack width measurement with flexible kernel · Suyeong Jin · 2019 · 30 citations · Cited by this paper
  38. Processing existing building geometry for reuse as Linked Data · Maarten Bassier · 2020 · 21 citations · Cited by this paper
  39. How Does Experience with Delay Shape Managers’ Making-Do Decision: Random Forest Approach · YuXiang Zhang · 2020 · 18 citations · Cited by this paper

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