# Detecting contradictions from IoT protocol specification documents based on neural generated knowledge graph

> Research article (ISA Transactions, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4367396672](https://www.wikidata.org/wiki/openalex:W4367396672)  
**Source**: https://4ort.xyz/entity/detecting-contradictions-from-iot-protocol-specification-documents-based-on-neural-generated-knowledge-graph