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Leveraging generative AI for urban digital twins: a scoping review on the autonomous generation of urban data, scenarios, designs, and 3D city models for smart city advancement
16 references·0 citing·47 second hopsampled
Leveraging generative AI for urban digital twins: a scoping review on the autonomous generation of urban data, scenarios, designs, and 3D city models for smart city advancement (2024)Leveraging generative AI for urban digita…Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Fairness and Bias in Artifici…Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Connecting the dots in trustw…ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)ChatGPT: A comprehensive revi…Bias in artificial intelligence algorithms and recommendations for mitigation (2023)Bias in artificial intelligen…Towards a standard for identifying and managing bias in artificial intelligence (2022)Towards a standard for identi…Steps for Conducting a Scoping Review (2022)Steps for Conducting a Scopin…A systematic review of a digital twin city: A new pattern of urban governance toward smart cities (2021)A systematic review of a digi…A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…Urban Digital Twins for Smart Cities and Citizens: The Case Study of Herrenberg, Germany (2020)Urban Digital Twins for Smart…On big data, artificial intelligence and smart cities (2019)On big data, artificial intel…Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach (2018)Systematic review or scoping …Digital twins (2018)Digital twinsUrban Computing (2014)Urban ComputingUnderstanding Smart Cities: An Integrative Framework (2012)Understanding Smart Cities: A…Scoping studies: advancing the methodology (2010)Scoping studies: advancing th…Scoping studies: towards a methodological framework (2005)Scoping studies: towards a me…Dilemmas in a general theory of planning (1973)Institutions and organizations (1995)The rise of the creative class: and how it's transforming work, leisure, community and everyday life (2002)Current trends in Smart City initiatives: Some stylised facts (2014)Smart Cities: Definitions, Dimensions, Performance, and Initiatives (2015)Smart sustainable cities of the future: An extensive interdisciplinary literature review (2017)A Comparison of Results of Meta-analyses of Randomized Control Trials and Recommendations of Clinical Experts (1992)Qualitative research in health care: Analysing qualitative data (2000)Qualitative data analysis for applied policy research (2002)Three Approaches to Qualitative Content Analysis (2005)A typology of reviews: an analysis of 14 review types and associated methodologies (2009)Updated methodological guidance for the conduct of scoping reviews (2020)OpenStreetMap: User-Generated Street Maps (2008)Understanding individual human mobility patterns (2008)Bikesharing in Europe, the Americas, and Asia (2010)On the social shaping dimensions of smart sustainable cities: A study in science, technology, and society (2016)A foundational framework for smart sustainable city development: Theoretical, disciplinary, and discursive dimensions and their synergies (2017)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)Updated methodological guidance for the conduct of scoping reviews (2021)Recommendations for the extraction, analysis, and presentation of results in scoping reviews (2022)Conceptualizing smart city with dimensions of technology, people, and institutions (2011)Business Intelligence and Analytics: From Big Data to Big Impact (2012)Big data: a revolution that will transform how we live, work, and think (2013)Applications of Artificial Intelligence and Machine learning in smart cities (2020)Enabling technologies and sustainable smart cities (2020)Integration of IoT-Enabled Technologies and Artificial Intelligence (AI) for Smart City Scenario: Recent Advancements and Future Trends (2023)The Statistical Theory of Racism and Sexism. 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References

  • 2005Scoping studies: towards a methodological framework37,853 cited
  • 2010Scoping studies: advancing the methodology15,768 cited
  • 2018Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach11,859 cited
  • 2021A Survey on Bias and Fairness in Machine Learning6,499 cited
  • 2012Understanding Smart Cities: An Integrative Framework2,798 cited
  • 2023ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope2,660 cited
  • 2014Urban Computing1,564 cited
  • 2019On big data, artificial intelligence and smart cities1,287 cited
  • 2023Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies1,148 cited
  • 2023Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation918 cited
  • 2020Urban Digital Twins for Smart Cities and Citizens: The Case Study of Herrenberg, Germany736 cited
  • 2018Digital twins701 cited
  • 2022Steps for Conducting a Scoping Review682 cited
  • 2023Bias in artificial intelligence algorithms and recommendations for mitigation658 cited
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Towards a standard for identifying and managing bias in artificial intelligence
604 cited
  • 2021A systematic review of a digital twin city: A new pattern of urban governance toward smart cities602 cited
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