Timespan-aware dynamic knowledge graph embedding by incorporating temporal evolution

Timespan-aware dynamic knowledge graph embedding by incorporating temporal evolution

Recently, Knowledge Graph Embedding (KGE) has attracted considerable research efforts, since it simplifies the manipulation while preserving the inherent structure of the KG. However to some extent, most existing KGE approaches ignore the historical changes of structural information involved in dyna...

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Bibliographic Details
Main Authors: Tang, Xiaoli, Yuan, Rui, Li, Qianyu, Wang, Tengyun, Yang, Haizhi, Cai, Yundong, Song, Hengjie
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2021
Subjects:
Engineering::Computer science and engineering
Knowledge Graph Embedding
Gated Recurrent Units
Online Access:https://hdl.handle.net/10356/145797

Internet

https://hdl.handle.net/10356/145797

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