An inductive knowledge graph embedding via combination of subgraph and type information

Abstract Conventional knowledge graph representation learn the representation of entities and relations by projecting triples in the knowledge graph to a continuous vector space. The vector representation increases the precision of link prediction and the efficiency of downstream tasks. However, the...

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Bibliographic Details
Main Authors: Hongbo Liu, Yue Chen, Peng He, Chao Zhang, Hao Wu, Jiange Zhang
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-48616-1