@inproceedings{858dab0255364178af769adc6ee875a3,
title = "Human in the AI Loop in Production Environments",
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.",
keywords = "Human in the loop, Artificial intelligence, Work design, industry 4.0",
author = "Christos Emmanouilidis and Sabine Waschull and Jos Bokhorst and Hans Wortmann",
note = "Funding Information: The research was supported through H2020 grant ID 956573. Sourcing the image data in the project through Philips Consumer Lifestyle B.V. is gratefully acknowledged. Publisher Copyright: {\textcopyright} 2021, IFIP International Federation for Information Processing.; Advances in Production Management Systems. IFIP Advances in Information and Communication Technology, : Artificial Intelligence for Sustainable and Resilient Production Systems.., APMS 2021 ; Conference date: 05-09-2021 Through 09-09-2021",
year = "2021",
month = aug,
day = "31",
doi = "10.1007/978-3-030-85910-7_35",
language = "English",
isbn = "978-3-030-85909-1",
series = "IFIP Advances in Information and Communication Technology",
publisher = "Springer",
pages = "331--342",
editor = "Dolgui, {Alexandre } and Bernard, {Alain } and Lemoine, {David } and {von Cieminski}, {Gregor } and Romero, {David }",
booktitle = "Advances in Production Management Systems",
}