Transparency and explainability of AI systems: From ethical guidelines to requirements

•The AI ethical guidelines of 16 organizations emphasize explainability as the core of transparency.•A model and a template are proposed for the systematic definition of explainability requirements.•Empirical evaluation of the model and the template revealed important practices.•When defining explai...

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Vydané v:	Information and software technology Ročník 159; s. 107197
Hlavní autori:	Balasubramaniam, Nagadivya, Kauppinen, Marjo, Rannisto, Antti, Hiekkanen, Kari, Kujala, Sari
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.07.2023
Predmet:	AI systems Ethical guidelines Explainability Explainability requirements Quality requirements Transparency Transparency Quality requirements AI systems Explainability Ethical guidelines Explainability requirements
ISSN:	0950-5849, 1873-6025
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