Weapons of moral construction? On the value of fairness in algorithmic decision-making
Sign Up to like & getrecommendations! Published in 2022 at "Ethics and Information Technology"
DOI: 10.1007/s10676-022-09622-5
Abstract: 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, while the need for fairness in ADM is widely… read more here.
Keywords: algorithmic decision; fairness algorithmic; value; fairness ... See more keywords
Fair, Transparent, and Accountable Algorithmic Decision-making Processes
Sign Up to like & getrecommendations! Published in 2018 at "Philosophy & Technology"
DOI: 10.1007/s13347-017-0279-x
Abstract: The combination of increased availability of large amounts of fine-grained human behavioral data and advances in machine learning is presiding over a growing reliance on algorithms to address complex societal problems. Algorithmic decision-making processes might… read more here.
Keywords: decision making; fair transparent; algorithmic decision; making processes ... See more keywords
A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare
Sign Up to like & getrecommendations! Published in 2021 at "Proceedings of the ACM on Human-Computer Interaction"
DOI: 10.1145/3476089
Abstract: Algorithms have permeated throughout civil government and society, where they are being used to make high-stakes decisions about human lives. In this paper, we first develop a cohesive framework of algorithmic decision-making adapted for the… read more here.
Keywords: decision making; algorithmic decision; high stakes; public sector ... See more keywords