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An inductive KG embedding method for OOKG entity type inference and fusion based on neighborhood structure | Synapse
March 3, 2026
An inductive KG embedding method for OOKG entity type inference and fusion based on neighborhood structure
ZL
Zhiming Li
GZ
G.-Z. Zhang
FL
Fude Liu
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Puntos clave
Entity type inference improves significantly using the inductive knowledge graph embedding.
Key evidence shows enhanced fusion accuracy, observing a 30% increase compared to traditional methods.
Observational analysis across various datasets highlights the neighbor structure's role in embedding effectiveness.
Implications suggest potential for better data integration, though further validation is needed.
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Li et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75defc6e9836116a28408
https://doi.org/https://doi.org/10.1007/s13042-025-02887-4