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Towards a Better Understanding of Evaluating Trustworthiness in AI Systems
16 references·0 citing·39 second hop
Towards a Better Understanding of Evaluating Trustworthiness in AI Systems (2025)Towards a Better Understanding of Evaluat…Artificial Intelligence Risk Management Framework (AI RMF 1.0) (2023)Artificial Intelligence Risk …A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI (2020)Principled Artificial Intelli…Closing the AI accountability gap (2020)Closing the AI accountability…The global landscape of AI ethics guidelines (2019)The global landscape of AI et…Model Cards for Model Reporting (2019)Model Cards for Model Reporti…Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Fairness in Criminal Justice …Fairness definitions explained (2018)Fairness definitions explainedAI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations (2018)AI4People—An Ethical Framewor…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…Certifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…Analysing and Assessing Accountability: A Conceptual Framework 1 (2007)Analysing and Assessing Accou…Foundations for an Empirically Determined Scale of Trust in Automated Systems (2000)Foundations for an Empiricall…Role-based access control models (1996)Role-based access control mod…Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Development of NASA-TLX (Task…Uniform Guidelines on Employee Selection Procedures (2007)Fairness through awareness (2012)European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)Trust in close relationships. (1985)The role of trust in automation reliance (2003)Similarities and differences between human–human and human–automation trust: an integrative review (2006)Human–Agent Teaming for Multirobot Control: A Review of Human Factors Issues (2014)Moral Responsibility of Public Officials: The Problem of Many Hands (1980)Essentially Contested Concepts (1994)Two Concepts of Accountability: Accountability as a Virtue and as a Mechanism (2010)The Oxford Handbook of Public Accountability (2014)A systematic review of open government data initiatives (2015)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Telling more than we can know: Verbal reports on mental processes. (1977)The Out-of-the-Loop Performance Problem and Level of Control in Automation (1995)Nasa-Task Load Index (NASA-TLX); 20 Years Later (2006)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Equality of Opportunity in Supervised Learning (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement (2015)Data Feminism (2020)On the Opportunities and Risks of Foundation Models (2021)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Principles alone cannot guarantee ethical AI (2019)The Ethics of AI Ethics: An Evaluation of Guidelines (2020)Ethics of AI in Education: Towards a Community-Wide Framework (2021)Semantics derived automatically from language corpora contain human-like biases (2017)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic Bias in Education (2021)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Proposed NIST standard for role-based access control (2001)The Ponder Policy Specification Language (2001)The UCON ABC usage control model (2004)Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)
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References

  • 1988Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research15,045 cited
  • 2019The global landscape of AI ethics guidelines6,172 cited
  • 1996Role-based access control models5,926 cited
  • 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
  • 2018AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations4,732 cited
  • 2007Analysing and Assessing Accountability: A Conceptual Framework 12,656 cited
  • 2019Model Cards for Model Reporting2,653 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2000Foundations for an Empirically Determined Scale of Trust in Automated Systems1,792 cited
  • 2020Closing the AI accountability gap1,445 cited
  • 2023Artificial Intelligence Risk Management Framework (AI RMF 1.0)1,275 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2018Fairness definitions explained1,125 cited
  • 2020Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI

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998 cited
  • 2018Fairness in Criminal Justice Risk Assessments: The State of the Art986 cited
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