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04/05/2023
Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm
Artificial intelligence (AI) systems can cause harm to people. This rese...
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09/08/2022
Taking Advice from (Dis)Similar Machines: The Impact of Human-Machine Similarity on Machine-Assisted Decision-Making
Machine learning algorithms are increasingly used to assist human decisi...
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05/11/2022
The Conflict Between Explainable and Accountable Decision-Making Algorithms
Decision-making algorithms are being used in important decisions, such a...
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08/25/2021
"Look! It's a Computer Program! It's an Algorithm! It's AI!": Does Terminology Affect Human Perceptions and Evaluations of Intelligent Systems?
In the media, in policy-making, but also in research articles, intellige...
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02/01/2021
Human Perceptions on Moral Responsibility of AI: A Case Study in AI-Assisted Bail Decision-Making
How to attribute responsibility for autonomous artificial intelligence (...
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05/02/2020
Dimensions of Diversity in Human Perceptions of Algorithmic Fairness
Algorithms are increasingly involved in making decisions that affect hum...
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10/22/2019
An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision
The notion of individual fairness requires that similar people receive s...
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07/02/2018
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices
Discrimination via algorithmic decision making has received considerable...
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02/26/2018
Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction
As algorithms are increasingly used to make important decisions that aff...
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06/30/2017