Entity relationship extraction method based on dependency parsing and graph neural networks

Abstract To support campus security governance, especially campus traffic safety management, many ternary extraction techniques in knowledge graphs rely on character-level text analysis; however, the differences between word semantics and overall word meanings often lead to ambiguity and overlap in...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Fupeng Wei, Xing Liu, Limin Pan, Wen Zhao, Ge Shi, Zhaohui Zeng, Yibo Jiao
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Nature Portfolio 2025-12-01
Edice:	Scientific Reports
Témata:	Entity Relationship extraction Smart campus security Dependency parsing Graph neural networks Triple classification
On-line přístup:	https://doi.org/10.1038/s41598-025-33922-7
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!