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Multi-Granularity History Graph Network for temporal knowledge graph reasoning

delete2025-08-05
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PRE
AI
J
Jun Zhu
付雁 cover
付雁 (Yan Fu)
J
Junlin Zhou
D
Duanbing Chen *
DOI:10.1016/j.datak.2025.102496delete
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Abstract

Abstract

En 中文
• Single time granularity leads to insufficient temporal knowledge graph modeling. • Model multi-granularity representations to evolve dynamic periods. • Combining various modeling methods can improve reasoning ability.
Keywords:
Temporal knowledge graph
Multi-granularity representation
Dynamic periods
Reasoning ability
Time granularity

Journal

D
Data and Knowledge Engineering
IF:
2.6
Papers:
116
Citations:
1.7K

Organization

U
university of electronic science and technology of china
Scholars:
1.3W
Papers: 4.7K
Citations: 4