Will algorithms blind people? The effect of explainable AI and decision-makers' experience on AI-supported decision-making in government
Computational artificial intelligence (AI) algorithms are increasingly used to support decision
making by governments. Yet algorithms often remain opaque to the decision makers and …
making by governments. Yet algorithms often remain opaque to the decision makers and …
[HTML][HTML] The perils and pitfalls of explainable AI: Strategies for explaining algorithmic decision-making
Governments look at explainable artificial intelligence's (XAI) potential to tackle the criticisms
of the opaqueness of algorithmic decision-making with AI. Although XAI is appealing as a …
of the opaqueness of algorithmic decision-making with AI. Although XAI is appealing as a …
Human–AI interactions in public sector decision making:“automation bias” and “selective adherence” to algorithmic advice
S Alon-Barkat, M Busuioc - Journal of Public Administration …, 2023 - academic.oup.com
Artificial intelligence algorithms are increasingly adopted as decisional aides by public
bodies, with the promise of overcoming biases of human decision-makers. At the same time …
bodies, with the promise of overcoming biases of human decision-makers. At the same time …
How do citizens perceive the use of Artificial Intelligence in public sector decisions?
Artificial Intelligence (AI) has become increasingly prevalent in almost every aspect of our
lives. At the same time, a debate about its applications, safety, and privacy is raging. In three …
lives. At the same time, a debate about its applications, safety, and privacy is raging. In three …
Artificial intelligence, transparency, and public decision-making: Why explanations are key when trying to produce perceived legitimacy
K de Fine Licht, J de Fine Licht - AI & society, 2020 - Springer
The increasing use of Artificial Intelligence (AI) for making decisions in public affairs has
sparked a lively debate on the benefits and potential harms of self-learning technologies …
sparked a lively debate on the benefits and potential harms of self-learning technologies …
What type of algorithm is perceived as fairer and more acceptable? A comparative analysis of rule-driven versus data-driven algorithmic decision-making in public …
Various types of algorithms are being increasingly used to support public decision-making,
yet we do not know how these different algorithm types affect citizens' attitudes and …
yet we do not know how these different algorithm types affect citizens' attitudes and …
A meta-analysis of the utility of explainable artificial intelligence in human-AI decision-making
Research in artificial intelligence (AI)-assisted decision-making is experiencing tremendous
growth with a constantly rising number of studies evaluating the effect of AI with and without …
growth with a constantly rising number of studies evaluating the effect of AI with and without …
Responsible and accountable algorithmization: How to generate citizen trust in governmental usage of algorithms
A Meijer, S Grimmelikhuijsen - The algorithmic society, 2020 - taylorfrancis.com
Government bureaucracies are adopting machine-learning algorithms to aid their decision-
making. These processes of algorithmization–organizational change driven by the …
making. These processes of algorithmization–organizational change driven by the …
In AI we trust? Perceptions about automated decision-making by artificial intelligence
Fueled by ever-growing amounts of (digital) data and advances in artificial intelligence,
decision-making in contemporary societies is increasingly delegated to automated …
decision-making in contemporary societies is increasingly delegated to automated …
[HTML][HTML] Artificial intelligence in public services: When and why citizens accept its usage
Interest in implementing artificial intelligence (AI)–based software in the public sector is
growing. First implementations and research in individual public services have already been …
growing. First implementations and research in individual public services have already been …
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