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Human-centric artificial intelligence architecture for industry 5.0 applications.
- Source :
- International Journal of Production Research; Oct2023, Vol. 61 Issue 20, p6847-6872, 26p, 2 Color Photographs, 2 Black and White Photographs, 2 Graphs
- Publication Year :
- 2023
-
Abstract
- Human-centricity is the core value behind the evolution of manufacturing towards Industry 5.0. Nevertheless, there is a lack of architecture that considers safety, trustworthiness, and human-centricity at its core. Therefore, we propose an architecture that integrates Artificial Intelligence (Active Learning, Forecasting, Explainable Artificial Intelligence), simulated reality, decision-making, and users' feedback, focussing on synergies between humans and machines. Furthermore, we align the proposed architecture with the Big Data Value Association Reference Architecture Model. Finally, we validate it on three use cases from real-world case studies. [ABSTRACT FROM AUTHOR]
- Subjects :
- ARTIFICIAL intelligence
ACTIVE learning
TRUST
BIG data
MANUFACTURING industries
Subjects
Details
- Language :
- English
- ISSN :
- 00207543
- Volume :
- 61
- Issue :
- 20
- Database :
- Complementary Index
- Journal :
- International Journal of Production Research
- Publication Type :
- Academic Journal
- Accession number :
- 170023605
- Full Text :
- https://doi.org/10.1080/00207543.2022.2138611