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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Bibliographic Details

Published in:	Information and software technology Vol. 159; p. 107197
Main Authors:	Balasubramaniam, Nagadivya, Kauppinen, Marjo, Rannisto, Antti, Hiekkanen, Kari, Kujala, Sari
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.07.2023
Subjects:	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
Online Access:	Get full text
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