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Human-centric artificial intelligence architecture for industry 5.0 applications.

Authors :
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
Soldatos, John
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]

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