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References from Evaluating the efficacy of risk management practices for generative AI integration in sustainable construction projects: a fuzzy set theory approach. Local targets link to admitted publications; unresolved targets remain external evidence.
Design and analysis of zero-energy and carbon buildings with renewable energy supply and recycled materials
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A review of artificial intelligence based risk assessment methods for capturing complexity-risk interdependencies: cost overrun in construction projects
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AI-driven risk mitigation: transforming project management in construction and infrastructure development
10.30574/wjaets.2024.13.2.0628 · 2024 · External reference
A critical review of the carbon–energy nexus within the construction sector’s embodied emissions: a case study in the United Arab Emirates
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Capturing the impact of COVID-19 on construction projects in developing countries: a case study of Iraq
10.1061/(asce)me.1943-5479.0000991 · 2022 · External reference
Expert evaluation of ChatGPT performance for risk management process based on ISO 31000 standard
10.2139/ssrn.4504409 · External reference
Construction risk management in Iraq during the COVID-19 pandemic: challenges to implementation and efficacy of practices
10.1061/jcemd4.coeng-13099 · External reference
COVID-19 emerging risk assessment for the construction industry of developing countries: evidence from Iraq
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Structural equation modeling and fuzzy set theory: advancing risk assessment in oil and gas construction projects
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Implementation of a combined fuzzy controller model to enhance risk assessment in oil and gas construction projects
10.1109/access.2024.3399129 · External reference
Assessing the accuracy of ChatGPT use for risk management in construction projects
10.3390/su152216071 · 2023 · External reference
A qualitative study on factors influencing technology adoption in the architecture industry
10.3390/buildings13041100 · 2023 · External reference
Traditional to sustainable risk management in the construction industry: a systematic literature review
10.1108/ijmpb-01-2025-0021 · 2025 · External reference
Generative AI models: opportunities and risks for industry and authorities
10.48550/arxiv.2406.04734 · 2024 · External reference
Life cycle cost analysis (LCCA) of construction projects: sustainability perspective
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Quantitative risk assessment in construction disputes based on machine learning tools
10.3390/sym13050744 · 2021 · External reference
Risk management processes and analysis in projects construction industry
2020 · External reference
Impact of indoor environmental quality on occupant well-being and comfort: a review of the literature
10.1016/j.ijsbe.2016.03.006 · 2016 · External reference
Stakeholder engagement: achieving sustainability in the construction sector
10.3390/su5020695 · 2013 · External reference
Towards automating the identification of sustainable projects seeking financial support: an AI-powered approach
10.3390/su15129701 · 2023 · External reference
The impact of project process management on sustainable project success in the construction sector: the moderating role of risk management practices
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10.48550/arxiv.2308.14328 · 2023 · External reference
A review of methods used for hazard identification and risk assessment of environmental hazards
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The engineering machine-learning automation platform (EMAP): a big-data-driven AI tool for contractors’ sustainable management solutions for plant projects
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Deep learning-based chatbot by natural language processing for supportive risk management in river dredging projects
10.1016/j.engappai.2023.107744 · 2024 · External reference
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10.3390/en15082954 · 2022 · External reference
Project selection in project portfolio management: an artificial neural network model based on critical success factors
10.1016/j.ijproman.2015.07.003 · 2015 · External reference
Benefits and barriers of implementing building information modeling techniques for sustainable practices in the construction industry—A comprehensive review
10.3390/su151612466 · 2023 · External reference
Controlling safety of artificial intelligence-based systems in healthcare
10.3390/sym13010102 · 2021 · External reference
Unresolved reference
2024 · External reference
An index to measure sustainability of a business project in the construction industry: lithuanian case
10.3390/su8010014 · 2015 · External reference
The age of generative AI and AI-generated everything
10.1109/mnet.2024.3422241 · 2024 · External reference
A comprehensive survey of generative adversarial networks (GANs) in cybersecurity intrusion detection
10.1109/access.2023.3296707 · 2023 · External reference
Potentials of artificial intelligence in construction management
10.2478/otmcj-2020-0002 · 2020 · External reference
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Developing a sustainability-driven risk management framework for green building projects: a literature review
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Predictive risk modelling for major transportation projects using historical data
10.1016/j.autcon.2022.104301 · 2022 · External reference
Digital transformation and sustainability in post-pandemic supply chains: a global bibliometric analysis of technological evolution and research patterns (2020–2024)
10.3390/su17073009 · 2025 · External reference
Developing indicators of green construction of green supply chain management in construction industry: a literature review
10.1088/1757-899x/598/1/012021 · 2019 · External reference
Trends in sensitivity analysis practice in the last decade
10.1016/j.scitotenv.2016.06.118 · 2016 · External reference
Unresolved reference
2016 · External reference
A qualitative study on artificial intelligence and its impact on the project schedule, cost and risk management knowledge areas as presented in PMBOK®
10.3390/app131911081 · 2023 · External reference
Why sustainable construction? Why not? An owner's perspective
10.1016/j.habitatint.2015.01.005 · 2015 · External reference
Artificial intelligence in advertising: advancements, challenges, and ethical considerations in targeting, personalization, content creation, and ad optimization
10.1177/21582440231210759 · 2023 · External reference
Applying machine learning in self-adaptive systems: a systematic literature review
10.1145/3469440 · 2021 · External reference
The impacts of artificial intelligence on managerial skills
10.1080/12460125.2022.2069537 · 2023 · External reference
How many interviews are enough? An experiment with data saturation and variability
10.1177/1525822x05279903 · 2006 · External reference
From ChatGPT to ThreatGPT: impact of generative AI in cybersecurity and privacy
10.1109/access.2023.3300381 · 2023 · External reference
When geoscience meets generative AI and large language models: foundations, trends, and future challenges
10.1111/exsy.13654 · 2024 · External reference
Recent advances in generative ai and large language models: current status, challenges, and perspectives
10.1109/tai.2024.3444742 · 2024 · External reference
Exploring the challenges and impacts of artificial intelligence implementation in project management: a systematic literature review
10.14569/ijacsa.2023.0140940 · 2023 · External reference
Risk governance: exploring the role of organisational culture
10.1108/jaoc-01-2021-0003 · 2022 · External reference
What does ‘sustainable construction’mean? An overview
10.1002/9781118740828.ch1 · 2016 · External reference
Bibliometric mapping of computer and information ethics
10.1007/s10676-011-9273-7 · 2011 · External reference
Artificial intelligence in construction projects: an explorative study of professionals’ expectations
10.24018/ejbmr.2022.7.3.1432 · 2022 · External reference
Circular economy: the 4Rs reduce-reuse-recycle-recover
10.1088/1755-1315/1402/1/012042 · 2024 · External reference
Assessment of construction project complexity
10.2174/1874149502115010414 · 2021 · External reference
Three approaches to qualitative content analysis
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Innovative materials in sustainable construction: a review
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Artificial intelligence and the UK construction industry–empirical study
10.1080/10429247.2022.2147381 · 2023 · External reference
Experienced deep reinforcement learning with generative adversarial networks (GANs) for model-free ultra reliable low latency communication
10.1109/tcomm.2020.3031930 · 2020 · External reference
AI-driven risk management and sustainable decision-making: role of perceived environmental responsibility
10.3390/su16166799 · 2024 · External reference
A risk-based approach applied to system engineering projects: a new learning-based multi-criteria decision support tool based on an ant colony algorithm
10.1016/j.engappai.2018.04.001 · 2018 · External reference
Generative AI for self-adaptive systems: state of the art and research roadmap
10.1145/3686803 · 2024 · External reference
Ethics of artificial intelligence and robotics in the architecture, engineering, and construction industry
10.1016/j.autcon.2024.105369 · 2024 · External reference
Bridging sustainable construction technologies and heritage: novel approach to the conservation of the built environment
10.1016/b978-0-12-811749-1.00011-0 · 2019 · External reference
A review of the use of artificial intelligence methods in infrastructure systems
10.1016/j.engappai.2022.105472 · 2022 · External reference
Understanding risk culture in the context of a sustainable project: a preliminary study
10.3390/su15065302 · 2023 · External reference
ChatGPT in the age of generative AI and large language models: a concise survey
10.48550/arxiv.2307.04251 · 2023 · External reference
Generative AI in construction risk management: a bibliometric analysis of the associated benefits and risks
10.1108/uss-11-2024-0069 · External reference
Exploring the risks of integrating generative artificial intelligence into construction risk management: insights from a systematic literature review
External reference
A GenAI-driven risk management framework for sustainable development projects
10.1016/j.plas.2026.100217 · External reference
Development of a hierarchical fuzzy assessment model for quantifying GenAI risks in sustainable construction projects
10.3389/fbuil.2026.1842237 · External reference
Sustainability certification schemes: evaluating their effectiveness and adaptability
10.1108/cg-03-2016-0066 · 2016 · External reference
Risks assessment in the construction of infrastructure projects using artificial neural networks
10.1080/15623599.2022.2156902 · 2024 · External reference
Critical review of procurement method research in construction journals. Procedia economics and finance
10.1016/s2212-5671(15)00144-6 · 2015 · External reference
Generative AI under scrutiny: assessing the risks and challenges in diverse domains
10.1109/icccmla63077.2024.10871350 · 2024 · External reference
Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda
10.1016/j.ijinfomgt.2020.102104 · 2020 · External reference
Intentional misrepresentations of project information
10.1061/jladah.ladr-1318 · 2025 · External reference
Dark personality traits in project management: a bibliometric analysis and agenda for future research
10.1016/j.plas.2026.100214 · 2026 · External reference
Framework for integrating passive design strategies in sustainable green residential construction
10.32628/ijsrce237524 · 2023 · External reference
Stakeholders’ perspectives on the success criteria for public-private partnership projects
10.3846/ijspm.2018.444 · 2018 · External reference
Roles of artificial intelligence in construction engineering and management: a critical review and future trends
10.1016/j.autcon.2020.103517 · 2021 · External reference
Sensitivity analysis of normative economic models: theoretical framework and practical strategies
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Enhancing resilience through generative artificial intelligence such as ChatGPT
10.2139/ssrn.4832533 · 2024 · External reference
Artificial intelligence in the construction industry: legal issues and regulatory challenges
2018 · External reference
Natural language processing with multitask classification for semantic prediction of risk-handling actions in construction contracts
10.1061/jccee5.cpeng-5218 · 2023 · External reference
Towards a responsible integration of artificial intelligence technology in the construction sector
10.1093/scipol/scaa073 · 2020 · External reference
“AI and generative AI transforming disaster Management: a survey of damage assessment and response techniques,” in IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC) (IEEE)
10.1109/compsac65507.2025.00251 · 2025 · External reference
Integrating building information modelling (BIM) and artificial intelligence (AI) for smart construction schedule, cost, quality, and safety management: challenges and opportunities
10.2139/ssrn.4616055 · 2023 · External reference
Integrating ChatGPT, bard, and leading-edge generative artificial intelligence in building and construction industry: applications, framework, challenges, and future scope
10.2139/ssrn.4645597 · 2023 · External reference
Artificial intelligence and sustainable development goals: systematic literature review of the construction industry
10.1016/j.scs.2024.105499 · 2024 · External reference
The advance of generative model and variational autoencoder
10.1109/tocs56154.2022.10016057 · 2022 · External reference
Embracing complexity in sustainable project management
10.4337/9781800880283.00042 · 2023 · External reference
Achieving project objectives and improving functions: the benefits of AI and construction technologies
10.1061/9780784485262.001 · 2024 · External reference
Unresolved reference
2008 · External reference
Unresolved reference
2009 · External reference
Resource-efficient construction: rethinking construction towards sustainability
10.1108/wjstsd-03-2015-0016 · 2015 · External reference
Does executive accountability enhance risk management and risk culture?
10.1111/acfi.13087 · 2023 · External reference
Risk identification and common risks in construction: literature review and content analysis
10.1061/(asce)co.1943-7862.0001685 · 2019 · External reference
Examining the impact of risk management practices on sustainable project performance in the construction industry: the role of stakeholder engagement
10.3389/fbuil.2025.1575827 · 2025 · External reference
Methodological proposal for the supply chain risk management within the aeronautical sector
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The role of organizational culture and leadership in water safety plan implementation for improved risk management
10.1016/j.scitotenv.2010.06.043 · 2010 · External reference
Introduction to qualitative research methods: part 2
10.4103/picr.picr_37_23 · 2023 · External reference
Generative AI in the construction industry: a state-of-the-art analysis
10.48550/arxiv.2402.09939 · 2024 · External reference
Unresolved reference
2025 · External reference
Sustainable construction practices: balancing cost efficiency, environmental impact, and stakeholder collaboration
10.56726/irjmets66703 · 2025 · External reference
What is there in the scoring and rating of journals?
10.1016/j.jcot.2020.07.010 · 2020 · External reference
Modelling relation among implementing AI-based drones and sustainable construction project success
10.3389/fbuil.2023.1208807 · 2023 · External reference
Using large language models to identify project risks for sustainable operations
10.7771/3067-4883.1757 · 2025 · External reference
Managing change in the delivery of complex projects: configuration management, asset information and ‘big data
10.1016/j.ijproman.2015.02.006 · 2016 · External reference
Sensitivity analysis approaches in multi-criteria decision analysis: a systematic review
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Data analytics and artificial intelligence in the complex environment of megaprojects: implications for practitioners and project organizing theory
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Artificial intelligence in engineering risk analytics
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Cyber risk assessment framework for the construction industry using machine learning techniques
10.3390/buildings14061561 · 2024 · External reference
Prediction of risk delay in construction projects using a hybrid artificial intelligence model
10.3390/su12041514 · 2020 · External reference
Navigating the power of artificial intelligence in risk management: a comparative analysis
10.3390/safety10020042 · 2024 · External reference
Opportunities and adoption challenges of AI in the construction industry: a PRISMA review
10.3390/joitmc8010045 · 2022 · External reference
Sustainability in building and construction: revising definitions and concepts
2012 · External reference
Extended reality for safe and effective construction management: State-of-the-art, challenges, and future directions
10.3390/buildings13010155 · 2023 · External reference
Artificial intelligence powered real-time quality monitoring for additive manufacturing in construction
10.1016/j.conbuildmat.2024.135894 · 2024 · External reference
Generating risk response measures for subway construction by fusion of knowledge and deep learning
10.1016/j.autcon.2023.104951 · 2023 · External reference