Explainable AI improves task performance in human–AI collaboration

Artificial intelligence (AI) provides considerable opportunities to assist human work. However, one crucial challenge of human–AI collaboration is that many AI algorithms operate in a black-box manner where the way how the AI makes predictions remains opaque. This makes it difficult for humans to va...

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Veröffentlicht in:	Scientific reports Jg. 14; H. 1; S. 31150 - 13
Hauptverfasser:	Senoner, Julian, Schallmoser, Simon, Kratzwald, Bernhard, Feuerriegel, Stefan, Netland, Torbjørn
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Nature Publishing Group UK 28.12.2024 Nature Publishing Group Nature Portfolio
Schlagworte:	639/166/988 639/705/117 692/1807/1812 Adult Algorithms Artificial Intelligence Black lung Collaboration Decision making Experiments Explainable AI Female Human-centered AI Humanities and Social Sciences Humans Human–AI collaboration Inspection Male Mental task performance multidisciplinary Predictions Science Science (multidisciplinary) Subject specialists Task performance Task Performance and Analysis Decision-making Task performance Explainable AI Human–AI collaboration Human-centered AI
ISSN:	2045-2322, 2045-2322
Online-Zugang:	Volltext
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