Table 2.
AI method usage with operational excellence.
| Areas | Artificial intelligence methods/Frequency |
|---|---|
| Operations | Automation (5) |
| Neural networks (3) | |
| Decision trees (4) | |
| Modeling (6) | |
| Clustering (3) | |
| Support vector (2) | |
| Natural language processing (3) | |
| Fuzzy logic (4) | |
| Operations management | Automation (7) |
| Expert systems (1) | |
| Neural networks (3) | |
| Decision trees (2) | |
| Modeling (3) | |
| Simulations (5) | |
| Natural language processing (1) | |
| Operations excellence | Decision support system (6) |
| Modeling (5) | |
| Simulations (4) | |
| Automated planning (2) | |
| Neural networks (3) | |
| Deep learning (2) | |
| Operations frameworks | Expert systems (2) |
| Neural networks (5) | |
| Decision trees (6) | |
| Decision support system (7) | |
| Operations models | Agent-based system (4) |
| Expert systems (3) | |
| Modeling (2) | |
| Neural networks (4) | |
| Decision support system (3) | |
| Operations decisions | Simulations (5) |
| Decision trees (4) | |
| Neural networks (3) | |
| Image processing (2) | |
| Fuzzy logic (2) | |
| Decision support system (4) | |
| Natural language processing (4) | |
| Deep learning (4) |