Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications
Artificial Intelligence
2022-10-20 v2
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, focusing 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.
Cite
@article{arxiv.2203.10794,
title = {Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications},
author = {Jože M. Rožanec and Inna Novalija and Patrik Zajec and Klemen Kenda and Hooman Tavakoli and Sungho Suh and Entso Veliou and Dimitrios Papamartzivanos and Thanassis Giannetsos and Sofia Anna Menesidou and Ruben Alonso and Nino Cauli and Antonello Meloni and Diego Reforgiato Recupero and Dimosthenis Kyriazis and Georgios Sofianidis and Spyros Theodoropoulos and Blaž Fortuna and Dunja Mladenić and John Soldatos},
journal= {arXiv preprint arXiv:2203.10794},
year = {2022}
}