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Keyword

algorithmic accountability

Description: The governance and oversight of algorithmic systems to establish responsibility, transparency, and fairness in their design and use.
Wikidata ID: wiki/Q30928947
OpenAlex ID: keywords/algorithmic-accountability
The ethics of algorithms: Mapping the debate
2016 · Brent Daniel Mittelstadt, Patrick Allo, et al. · Big Data & Society · 3,517
Algorithms of Oppression
2018 · Safiya Umoja Noble · NYU Press eBooks · 2,708
European Union Regulations on Algorithmic Decision Making and a “Right to Explanation”
2017 · Bryce Goodman, Seth Flaxman · AI Magazine · 2,128
Seeing without knowing: Limitations of the transparency ideal and its application to algorithmic accountability
2016 · Mike Ananny, Kate Crawford · New Media & Society · 1,809
Artificial Intelligence in Human Resources Management: Challenges and a Path Forward
2019 · Prasanna Tambe, Peter Cappelli, et al. · California Management Review · 1,559
The Black Box Society: The Secret Algorithms That Control Money and Information
2016 · Pasquale, Frank 1974- · Contemporary Sociology A Journal of Reviews · 1,319
Why a Right to Explanation of Automated Decision-Making Does Not Exist in the General Data Protection Regulation
2017 · Sandra Wachter, Brent Mittelstadt, et al. · International Data Privacy Law · 1,284
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Amazon Scraps Secret AI Recruiting Tool that Showed Bias against Women *
2022 · Jeffrey Dastin · Auerbach Publications eBooks · 1,165
Counterfactual Explanations Without Opening the Black Box: Automated Decisions and the GDPR
2017 · Sandra Wachter, Brent Mittelstadt, et al. · SSRN Electronic Journal · 1,039
Algorithms as culture: Some tactics for the ethnography of algorithmic systems
2017 · Nick Seaver · Big Data & Society · 1,005
Interpretable machine learning
2020 · Parliamentary Office of Science and Technology, Lorna Christie · 951
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Machine learning in medicine: Addressing ethical challenges
2018 · Effy Vayena, Alessandro Blasimme, et al. · PLoS Medicine · 901
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Ethical Implications and Accountability of Algorithms
2018 · Kirsten Martin · Journal of Business Ethics · 752
Accountability in algorithmic decision making
2016 · Nicholas Diakopoulos · Communications of the ACM · 749
Trends and Trajectories for Explainable, Accountable and Intelligible Systems
2018 · Ashraf Abdul, Jo Vermeulen, et al. · CHI Conference on Human Factors in Computing Systems · 740
Algorithmic Accountability
2014 · Nicholas Diakopoulos · Digital Journalism · 726
Accountable Artificial Intelligence: Holding Algorithms to Account
2020 · Madalina Busuioc · Public Administration Review · 636
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Towards Transparency by Design for Artificial Intelligence
2020 · Heike Felzmann, Eduard Fosch-Villaronga, et al. · Science and Engineering Ethics · 583
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Society-in-the-loop: programming the algorithmic social contract
2017 · Iyad Rahwan · Ethics and Information Technology · 550
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Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency
2021 · 541
Slave to the Algorithm? Why a 'right to an explanation' is probably not the remedy you are looking for
2017 · Lilian Edwards, Michael Veale · 523
The Scored Society: Due Process for Automated Predictions
2014 · Danielle Keats Citron, Frank Pasquale · Digital Commons at University of Maryland Carey Law (University of Maryland Francis King Carey School of Law) · 523
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Meaningful information and the right to explanation
2017 · Andrew D Selbst, Julia Powles · International Data Privacy Law · 511
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Algorithmic Transparency in the News Media
2016 · Nicholas Diakopoulos, Michael Koliska · Digital Journalism · 511
A Right to Reasonable Inferences: Re-Thinking Data Protection Law in the Age of Big Data and AI
2018 · Sandra Wachter, Brent Mittelstadt · 463
Works count: 6,879
Citation count: 64,380
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