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Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.

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第一作者： Christoph,Kern

第一单位： School of Social Sciences, University of Mannheim, A5, 6, 68159 Mannheim, Germany.

作者： Christoph,Kern ^[1] ; Frederic,Gerdon ^[2] ; Ruben L,Bach ^[1] ; Florian,Keusch ^[1] ; Frauke,Kreuter ^[3]

作者单位： School of Social Sciences, University of Mannheim, A5, 6, 68159 Mannheim, Germany. ^[1] Mannheim Centre for European Social Research (MZES), University of Mannheim, A5, 6, 68159 Mannheim, Germany.;Department of Statistics, Ludwig-Maximilians-Universität München, Ludwigstrasse 33, 80539 Munich, Germany. ^[2] Department of Statistics, Ludwig-Maximilians-Universität München, Ludwigstrasse 33, 80539 Munich, Germany.;Joint Program in Survey Methodology, University of Maryland, 1218 LeFrak Hall, 7251 Preinkert Drive, College Park, MD 20742, USA. ^[3]

关键词 algorithms automated decision-making experiment fair machine learning fairness perceptions survey

DOI 10.1016/j.patter.2022.100591

PMID 36277823

发布时间 2022-10-25

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Patterns (New York, N.Y.)

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Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.

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Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.

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