Conceptualising contestability: Perspectives on contesting algorithmic decisions

H Lyons, E Velloso, T Miller - Proceedings of the ACM on Human …, 2021 - dl.acm.org
As the use of algorithmic systems in high-stakes decision-making increases, the ability to
contest algorithmic decisions is being recognised as an important safeguard for individuals …

Disentangling fairness perceptions in algorithmic decision-making: the effects of explanations, human oversight, and contestability

M Yurrita, T Draws, A Balayn, D Murray-Rust… - Proceedings of the …, 2023 - dl.acm.org
Recent research claims that information cues and system attributes of algorithmic decision-
making processes affect decision subjects' fairness perceptions. However, little is still known …

In AI we trust? Perceptions about automated decision-making by artificial intelligence

T Araujo, N Helberger, S Kruikemeier, CH De Vreese - AI & society, 2020 - Springer
Fueled by ever-growing amounts of (digital) data and advances in artificial intelligence,
decision-making in contemporary societies is increasingly delegated to automated …

Algorithmic accountability and public reason

R Binns - Philosophy & technology, 2018 - Springer
The ever-increasing application of algorithms to decision-making in a range of social
contexts has prompted demands for algorithmic accountability. Accountable decision …

'It's Reducing a Human Being to a Percentage' Perceptions of Justice in Algorithmic Decisions

R Binns, M Van Kleek, M Veale, U Lyngs… - Proceedings of the …, 2018 - dl.acm.org
Data-driven decision-making consequential to individuals raises important questions of
accountability and justice. Indeed, European law provides individuals limited rights …

Human intervention in automated decision-making: Toward the construction of contestable systems

M Almada - … of the Seventeenth International Conference on …, 2019 - dl.acm.org
Concerns about" black box" machine learning algorithms have influenced why modern data
protection laws and regulations on their establishment of a right to human intervention on …

Who is the fairest of them all? Public attitudes and expectations regarding automated decision-making

N Helberger, T Araujo, CH de Vreese - Computer Law & Security Review, 2020 - Elsevier
The ongoing substitution of human decision makers by automated decision-making (ADM)
systems in a whole range of areas raises the question of whether and, if so, under which …

The agency of algorithms: Understanding human-algorithm interaction in administrative decision-making

R Peeters - Information Polity, 2020 - content.iospress.com
With the rise of computer algorithms in administrative decision-making, concerns are voiced
about their lack of transparency and discretionary space for human decision-makers …

International human rights law as a framework for algorithmic accountability

L McGregor, D Murray, V Ng - International & Comparative Law …, 2019 - cambridge.org
Existing approaches to 'algorithmic accountability', such as transparency, provide an
important baseline, but are insufficient to address the (potential) harm to human rights …

The value of responsibility gaps in algorithmic decision-making

L Munch, J Mainz, JC Bjerring - Ethics and Information Technology, 2023 - Springer
Many seem to think that AI-induced responsibility gaps are morally bad and therefore ought
to be avoided. We argue, by contrast, that there is at least a pro tanto reason to welcome …