Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design

This workshop explores the influence of AI systems on human decision-making - algorithmic authority - and the broader concept of technology dominance, which includes both positive and negative impacts of AI reliance. Drawing from diverse fields such as Human-AI Interaction, Sociology, Epistemology, and Cognitive Science, the workshop will discuss theoretical foundations, empirical studies, and design implications of AI’s role in shaping human judgment and behavior. The objectives are to examine in-depth the concepts of algorithmic authority and technology dominance, and identify metrics for their assessment. The workshop aims to foster interdisciplinary collaboration and produce practical design principles that help to counter risks associated to AI technology dominance and thus foster a responsible use of AI systems.

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Publication Details

Published
2024-11-20
DOI
https://doi.org/10.1145/3687272.3691363
Citations
1
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.53
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Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design

Ben Wilson, Alberto Termine, Alessandro Facchini, Chiara Natali et al.
1 citations
Ethics and Social Impacts of AI
0.53
article

Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design

Ben Wilson, Alberto Termine, Alessandro Facchini, Chiara Natali, Caterina Fregosi
article en
1 citations

Abstract

This workshop explores the influence of AI systems on human decision-making - algorithmic authority - and the broader concept of technology dominance, which includes both positive and negative impacts of AI reliance. Drawing from diverse fields such as Human-AI Interaction, Sociology, Epistemology, and Cognitive Science, the workshop will discuss theoretical foundations, empirical studies, and design implications of AI’s role in shaping human judgment and behavior. The objectives are to examine in-depth the concepts of algorithmic authority and technology dominance, and identify metrics for their assessment. The workshop aims to foster interdisciplinary collaboration and produce practical design principles that help to counter risks associated to AI technology dominance and thus foster a responsible use of AI systems.

University of Applied Sciences and Arts of Southern Switzerland (CH), Dalle Molle Institute for Artificial Intelligence Research (CH), Swansea University (GB), École Polytechnique Fédérale de Lausanne (CH), University of Milano-Bicocca (IT)
Peace, Justice and strong institutions
Openalex Percentile: Top 25%
Ethics and Social Impacts of AI
0.53
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Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design — Ben Wilson, Alberto Termine, et al. · (2024) | TGRS Research Map | TGRS