Human in the AI Loop in Production Environments

Christos Emmanouilidis*, Sabine Waschull, Jos Bokhorst, Hans Wortmann

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Abstract

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.
Original languageEnglish
Title of host publicationAdvances in Production Management Systems
Subtitle of host publicationArtificial Intelligence for Sustainable and Resilient Production
EditorsAlexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero
PublisherSpringer
Pages331-342
Number of pages12
ISBN (Electronic)978-3-030-85910-7
ISBN (Print)978-3-030-85909-1
DOIs
Publication statusPublished - 31-Aug-2021
EventAdvances in Production Management Systems. IFIP Advances in Information and Communication Technology,: Artificial Intelligence for Sustainable and Resilient Production Systems.. - Nantes, Nantes, France
Duration: 5-Sep-20219-Sep-2021

Publication series

NameIFIP Advances in Information and Communication Technology
Volume633 IFIP
ISSN (Print)1868-4238
ISSN (Electronic)1868-422X

Conference

ConferenceAdvances in Production Management Systems. IFIP Advances in Information and Communication Technology,
Abbreviated titleAPMS 2021
Country/TerritoryFrance
CityNantes
Period05/09/202109/09/2021

Keywords

  • Human in the loop
  • Artificial intelligence
  • Work design
  • industry 4.0

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