Bias in data‐driven artificial intelligence systems—An introductory survey

Artificial Intelligence (AI)‐based systems are widely employed nowadays to make decisions that have far‐reaching impact on individuals and society. Their decisions might affect everyone, everywhere, and anytime, entailing concerns about potential human rights issues. Therefore, it is necessary to mo...

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Veröffentlicht in:	Wiley interdisciplinary reviews. Data mining and knowledge discovery 2020-05, Vol.10 (3), p.e1356-n/a
Hauptverfasser:	Ntoutsi, Eirini, Fafalios, Pavlos, Gadiraju, Ujwal, Iosifidis, Vasileios, Nejdl, Wolfgang, Vidal, Maria‐Esther, Ruggieri, Salvatore, Turini, Franco, Papadopoulos, Symeon, Krasanakis, Emmanouil, Kompatsiaris, Ioannis, Kinder‐Kurlanda, Katharina, Wagner, Claudia, Karimi, Fariba, Fernandez, Miriam, Alani, Harith, Berendt, Bettina, Kruegel, Tina, Heinze, Christian, Broelemann, Klaus, Kasneci, Gjergji, Tiropanis, Thanassis, Staab, Steffen
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Bias Decisions Ethics fairness fairness‐aware AI fairness‐aware machine learning interpretability Legal issues Machine learning Performance prediction responsible AI
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