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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Bibliographic Details

Published in:	Information sciences Vol. 642; p. 119225
Main Authors:	Hou, Xiangning, Ma, Ruizhe, Yan, Li, Ma, Zongmin
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.09.2023
Subjects:	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 Access:	Get full text
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