Table 2.
Sensing platforms in Industrial AI.
| Reference | Sensing Framework | Semantic Formalism | Explainability | Domain |
|---|---|---|---|---|
| [113] | SANSA stack | Semantic Web | Visual interface | domain-specific (electronic mounting) |
| [114,115] | I40KG framework | Ontologies | No | cross-domain |
| [116] | SWeTI framework | Semantic Web | No | cross-domain |
| [117,118,119] | None | Physics equations | No | domain-specific |
| [120] | None | Physics approximation model | No | domain-specific |
| [121,122,123] | Custom | Constraints | visualization dashboard, knowledge mediation | cross-domain |
| [124,125,126] | Custom | knowledge graph | No | cross-domain |
| [127,128,129,130] | None | knowledge graph | knowledge-graph extensions | cross-domain |
| [131,132] | None | Rules | Shapely values | domain-specific |
| [133,134,135] | None | knowledge graph | visual, symbolic, statistical | cross-domain |