Human-centric artificial intelligence architecture for industry 5.0 applications
Jožef Stefan Institute · Jožef Stefan International Postgraduate School · +10 more institutions
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.
Citation impact
- FWCI
- 45.42
- Percentile
- 100%
- References
- 150
Authors
21- JMJože M. RožanecCorresponding
Jožef Stefan Institute, Jožef Stefan International Postgraduate School, Innospec (United States)
- INInna Novalija
Jožef Stefan Institute
- PZPatrik Zajec
Jožef Stefan Institute, Jožef Stefan International Postgraduate School
- KKKlemen Kenda
Jožef Stefan Institute, Jožef Stefan International Postgraduate School, Innospec (United States)
- HTHooman Tavakoli Ghinani
German Research Centre for Artificial Intelligence
Topics & keywords
- Architecture
- Artificial intelligence
- Core (optical fiber)
- Computer science
- Engineering
- Value (mathematics)
- Applications of artificial intelligence
- Knowledge management