A Convolutional Neural Network With Time-Aware Channel Weighting for Temporal Knowledge Graph Completion

Temporal Knowledge Graphs (TKGs) extend traditional knowledge graphs by incorporating a temporal dimension into triples, enabling a more precise modeling of dynamic relationships. However, TKGs often face challenges, such as data sparsity and incomplete information in real-world applications, which...

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Bibliographic Details
Main Authors: Kesheng Zhang, Guige Ouyang, Yongzhong Huang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11008654/
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