Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion

Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion

Abstract Background Knowledge graphs (KGs), especially medical knowledge graphs, are often significantly incomplete, so it necessitating a demand for medical knowledge graph completion (MedKGC). MedKGC can find new facts based on the existed knowledge in the KGs. The path-based knowledge reasoning a...

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Bibliographic Details
Main Authors: Yinyu Lan, Shizhu He, Kang Liu, Xiangrong Zeng, Shengping Liu, Jun Zhao
Format: Article
Language:English
Published: BMC 2021-11-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Medical knowledge graph completion
Path-based knowledge reasoning
Textual semantic representation
Pre-trained language model
Online Access:https://doi.org/10.1186/s12911-021-01622-7

Internet

https://doi.org/10.1186/s12911-021-01622-7

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