Theorising algorithmic justice

O Marjanovic, D Cecez-Kecmanovic… - European Journal of …, 2022 - Taylor & Francis
The mounting evidence of unintended harmful social consequences of automated
algorithmic decision-making (AADM), powered by AI and big data, in transformative services …

Algorithmic injustices: Towards a relational ethics

A Birhane, F Cummins - arXiv preprint arXiv:1912.07376, 2019 - arxiv.org
It has become trivial to point out how decision-making processes in various social, political
and economical sphere are assisted by automated systems. Improved efficiency, the …

[PDF][PDF] Technology can't fix algorithmic injustice

A Zimmermann, E Di Rosa, H Kim - Boston Review, 2020 - academia.edu
These are legitimate long-term worries. But they are not all we have to worry about, and
placing them center stage distracts from ethical questions that AI is raising here and now …

Inequality is the name of the game: thoughts on the emerging field of technology, ethics and social justice

M Sloane - Weizenbaum Conference, 2019 - ssoar.info
This paper argues that the hype around 'ethics' as panacea for remedying algorithmic
discrimination is a smokescreen for carrying on with business as usual. First, it analyses how …

Human Judgment in algorithmic loops: Individual justice and automated decision‐making

R Binns - Regulation & Governance, 2022 - Wiley Online Library
Arguments in favor of tempering algorithmic decision making with human judgment often
appeal to concepts and criteria derived from legal philosophy about the nature of law and …

[PDF][PDF] The Human Rights Implications of the Use of AI in the Digital Welfare State: Lessons Learned from the Dutch SyRI Case

A Rachovitsa, N Johann - Human Rights Law Review, 2022 - academic.oup.com
The article discusses the human rights implications of algorithmic decision-making in the
social welfare sphere. It does so against the background of the 2020 Hague's District Court …

Weapons of moral construction? On the value of fairness in algorithmic decision-making

B Giovanola, S Tiribelli - Ethics and Information Technology, 2022 - Springer
Fairness is one of the most prominent values in the Ethics and Artificial Intelligence (AI)
debate and, specifically, in the discussion on algorithmic decision-making (ADM). However …

[PDF][PDF] Algorithmic injustice: a relational ethics approach

A Birhane - Patterns, 2021 - cell.com
It has become trivial to point out that algorithmic systems increasingly pervade the social
sphere. Improved efficiency—the hallmark of these systems—drives their mass integration …

A sociotechnical view of algorithmic fairness

M Dolata, S Feuerriegel… - Information Systems …, 2022 - Wiley Online Library
Algorithmic fairness (AF) has been framed as a newly emerging technology that mitigates
systemic discrimination in automated decision‐making, providing opportunities to improve …

Algorithmic realism: expanding the boundaries of algorithmic thought

B Green, S Viljoen - Proceedings of the 2020 conference on fairness …, 2020 - dl.acm.org
Although computer scientists are eager to help address social problems, the field faces a
growing awareness that many well-intentioned applications of algorithms in social contexts …