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

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, these method...

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Detalles Bibliográficos
Autores principales: Liu, Hongbo, Chen, Yue, He, Peng, Zhang, Chao, Wu, Hao, Zhang, Jiange
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692217/
https://www.ncbi.nlm.nih.gov/pubmed/38040858
http://dx.doi.org/10.1038/s41598-023-48616-1