Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing
F. Zelba, K. Balzereit, S. Windmann, in: IEEE (Ed.), 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2024, pp. 1–4.
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Konferenzbeitrag
| Veröffentlicht
| Englisch
Autor*in
Zelba, Franziska;
Balzereit, Kaja
;
Windmann, Stefan
;
Windmann, Stefanherausgebende Körperschaft
IEEE
Abstract
Artificial intelligence (AI) is becoming increasingly popular in the context of industrial manufacturing. However, in industrial manufacturing in particular, it is important to ensure the trustworthiness of AI. In this article, we give an overview of different aspects of trustworthy AI in this context. At first, we divide the topic into three different components, namely data, algorithm, and IT infrastructure. We identify several aspects of these components that are required for the trustworthy use of AI. Measures to achieve trustworthy AI are then derived and illustrated on the basis of a specific use case. It is further intended in the ongoing work to evaluate the impact of the individual measures.
Erscheinungsjahr
Titel des Konferenzbandes
2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)
Seite
1-4
Konferenz
2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)
Konferenzort
Padova, Italy
Konferenzdatum
2024-09-10 – 2024-09-13
FH-PUB-ID
Zitieren
Zelba, Franziska ; Balzereit, Kaja ; Windmann, Stefan: Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing. In: IEEE (Hrsg.): 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) : IEEE, 2024, S. 1–4
Zelba F, Balzereit K, Windmann S. Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing. In: IEEE, ed. 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE; 2024:1-4. doi:10.1109/ETFA61755.2024.10710991
Zelba, F., Balzereit, K., & Windmann, S. (2024). Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing. In IEEE (Ed.), 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) (pp. 1–4). Padova, Italy: IEEE. https://doi.org/10.1109/ETFA61755.2024.10710991
@inproceedings{Zelba_Balzereit_Windmann_2024, title={Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing}, DOI={10.1109/ETFA61755.2024.10710991}, booktitle={2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Zelba, Franziska and Balzereit, Kaja and Windmann, Stefan}, editor={IEEEEditor}, year={2024}, pages={1–4} }
Zelba, Franziska, Kaja Balzereit, and Stefan Windmann. “Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.” In 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), edited by IEEE, 1–4. IEEE, 2024. https://doi.org/10.1109/ETFA61755.2024.10710991.
F. Zelba, K. Balzereit, and S. Windmann, “Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing,” in 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova, Italy, 2024, pp. 1–4.
Zelba, Franziska, et al. “Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.” 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), edited by IEEE, IEEE, 2024, pp. 1–4, doi:10.1109/ETFA61755.2024.10710991.
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