Human in the AI Loop in Production Environments

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1 Citaat (Scopus)
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Samenvatting

The integration of Artificial Intelligence (AI) in manufacturing is often pursued as technology push. In contrast, this paper looks upon the AI-human interaction from a viewpoint that considers both to play an important role in reshaping their individual capabilities. It specifically focuses on how humans can play an important role in enhancing AI capabilities. The introduced concepts are tested in an industrial case study of vision-based inspection in production lines. Furthermore, the paper highlights the need to consider relevant implications for work design for AI integration. The contribution can be of practical value for system developers and work designers in how to target at the design stage the human contribution in AI-enabled systems for production environments.
Originele taal-2English
TitelAdvances in Production Management Systems
SubtitelArtificial Intelligence for Sustainable and Resilient Production
RedacteurenAlexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero
UitgeverijSpringer
Pagina's331-342
Aantal pagina's12
ISBN van elektronische versie978-3-030-85910-7
ISBN van geprinte versie978-3-030-85909-1
DOI's
StatusPublished - 31-aug-2021
EvenementAdvances in Production Management Systems. IFIP Advances in Information and Communication Technology,: Artificial Intelligence for Sustainable and Resilient Production Systems.. - Nantes, Nantes, France
Duur: 5-sep-20219-sep-2021

Publicatie series

NaamIFIP Advances in Information and Communication Technology
Volume633 IFIP
ISSN van geprinte versie1868-4238
ISSN van elektronische versie1868-422X

Conference

ConferenceAdvances in Production Management Systems. IFIP Advances in Information and Communication Technology,
Verkorte titelAPMS 2021
Land/RegioFrance
StadNantes
Periode05/09/202109/09/2021

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