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Mitigating Bias and Advocating for Data Sovereignty: The Role of Metadata and Paradata in Ethical AI-Driven Information Systems
11 references·0 citing·43 second hop
Mitigating Bias and Advocating for Data Sovereignty: The Role of Metadata and Paradata in Ethical AI-Driven Information Systems (2025)Mitigating Bias and Advocating for Data S…Understanding the Impact of Artificial Intelligence in Academic Writing: Metadata to the Rescue (2024)Understanding the Impact of A…Indigenous Data Sovereignty: A Catalyst for Ethical AI in Business (2024)Indigenous Data Sovereignty: …Data Authenticity, Consent, and Provenance for AI Are All Broken: What Will It Take to Fix Them? (2024)Data Authenticity, Consent, a…Cognitive imperialism in artificial intelligence: counteracting bias with indigenous epistemologies (2024)Cognitive imperialism in arti…AI, Global Governance, and Digital Sovereignty (2024)AI, Global Governance, and Di…Archivist in the machine: paradata for AI-based automation in the archives (2023)Archivist in the machine: par…Tracking the Functions of AI as Paradata & Pursuing Archival Accountability (2022)Tracking the Functions of AI …The CARE Principles for Indigenous Data Governance (2020)The CARE Principles for Indig…Data governance: Organizing data for trustworthy Artificial Intelligence (2020)Data governance: Organizing d…Introduction to metadata (2017)Introduction to metadataPurposeful data: the roles and purposes of recordkeeping metadata (2007)Purposeful data: the roles an…Harnessing the Power of Warrant (1998)Preservation of the Integrity of Electronic Records (2002)Interoperable data (2008)Development of RMJ (2010)Missing in action? Content of records management metadata in real life (2010)Quality management systems – requirements (2011)Reengineering Work: Don’t Automate, Obliterate (1990)Political Trust and Trustworthiness (2000)6th SGEM International Multidisciplinary Scientific Conferences on SOCIAL SCIENCES and ARTS Proceedings, Modern Science (2019)Implications of the use of artificial intelligence in public governance: A systematic literature review and a research agenda (2021)AI adoption and diffusion in public administration: A systematic literature review and future research agenda (2022)Responsible artificial intelligence governance: A review and research framework (2025)Data sovereignty for indigenous peoples: current practice and future needs (2016)Genomic Research Through an Indigenous Lens: Understanding the Expectations (2019)Indigenous Data Governance: Strategies from United States Native Nations (2019)Indigenous Data Sovereignty and Policy (2020)Indigenous Data Sovereignty in the Era of Big Data and Open Data (2020)Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations (2024)FactSheets: Increasing trust in AI services through supplier's declarations of conformity (2019)Model Cards for Model Reporting (2019)A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle (2021)AI in Archival Science -- A Systematic Review (2024)Building trustworthy AI solutions: integrating artificial intelligence literacy into records management and archival systems (2025)Navigating accountability: the role of paradata in AI documentation and governance (2025)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Artificial Intelligence Common Good in Research and Academics (2024)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)On the Opportunities and Risks of Foundation Models (2021)Indigenous Data Sovereignty (2016)Digital Colonialism: US Empire and the New Imperialism in the Global South (2018)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)How to Achieve Impact With Innovative Publication Formats: Taking Stock of Business & Society ’s Commentary Section (2024)Qualitative Inquiry and Research Design: Choosing Among Five Approaches (2015)The Content Analysis Guidebook (2017)The global landscape of AI ethics guidelines (2019)Integrating Indigenous Knowledge Systems in the Fourth Industrial Revolution (4IR) (2025)Therapists and Technology: A Qualitative Study on AI′s Role in Counseling (2026)Anarchy is what states make of it: the social construction of power politics (1992)Activists beyond Borders: Advocacy Networks in International Politics (1998)The concept of power (2007)Challenges of digital preservation for cultural heritage institutions (2011)PENYEBERANGAN METADATA (METADATA CROSSWALKS): ISAD (G), PERKA ANRI 21/2011, ISO 23801, RiC DAN DUBLIN CORE DI PERSIMPANGAN (2022)The seer and the seen: Surveying Palantir’s surveillance platform (2022)
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References

  • 2020The CARE Principles for Indigenous Data Governance1,780 cited
  • 2020Data governance: Organizing data for trustworthy Artificial Intelligence925 cited
  • 2024Cognitive imperialism in artificial intelligence: counteracting bias with indigenous epistemologies97 cited
  • 2017Introduction to metadata37 cited
  • 2023Archivist in the machine: paradata for AI-based automation in the archives26 cited
  • 2024Data Authenticity, Consent, and Provenance for AI Are All Broken: What Will It Take to Fix Them?22 cited
  • 2024Indigenous Data Sovereignty: A Catalyst for Ethical AI in Business21 cited
  • 2024AI, Global Governance, and Digital Sovereignty19 cited
  • 2024Understanding the Impact of Artificial Intelligence in Academic Writing: Metadata to the Rescue14 cited
  • 2007Purposeful data: the roles and purposes of recordkeeping metadata13 cited
  • 2022Tracking the Functions of AI as Paradata & Pursuing Archival Accountability13 cited

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