1. Human-centric artificial intelligence architecture for industry 5.0 applications.
- Author
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Rožanec, Jože M., Novalija, Inna, Zajec, Patrik, Kenda, Klemen, Tavakoli Ghinani, Hooman, Suh, Sungho, Veliou, Entso, Papamartzivanos, Dimitrios, Giannetsos, Thanassis, Menesidou, Sofia Anna, Alonso, Ruben, Cauli, Nino, Meloni, Antonello, Recupero, Diego Reforgiato, Kyriazis, Dimosthenis, Sofianidis, Georgios, Theodoropoulos, Spyros, Fortuna, Blaž, Mladenić, Dunja, and Soldatos, John
- Subjects
ARTIFICIAL intelligence ,ACTIVE learning ,TRUST ,BIG data ,MANUFACTURING industries - 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]
- Published
- 2023
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