T-GAE: A Timespan-aware Graph Attention-based Embedding Model for Temporal Knowledge Graph Completion

Temporal knowledge graphs (TKGs) often suffer from incompleteness, leading to an important research issue: Temporal Knowledge Graph Completion (TKGC). Knowledge Graph Embedding (KGE) methods have proven to be effective in solving this issue. However, most of them handle triples independently and do...

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Veröffentlicht in:	Information sciences Jg. 642; S. 119225
Hauptverfasser:	Hou, Xiangning, Ma, Ruizhe, Yan, Li, Ma, Zongmin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.09.2023
Schlagworte:	Encoder-Decoder architecture Graph Attention Network Long Short-Term Memory Network Temporal Knowledge Graph Temporal Knowledge Graph Completion Temporal Knowledge Graph Encoder-Decoder architecture Long Short-Term Memory Network Graph Attention Network Temporal Knowledge Graph Completion
ISSN:	0020-0255, 1872-6291
Online-Zugang:	Volltext
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