A Graph Attention Network-Based Link Prediction Method Using Link Value Estimation

A Graph Attention Network-Based Link Prediction Method Using Link Value Estimation

Link prediction in complex networks is a critical process aimed at uncovering hidden or potential connections among nodes. This technique is widely utilized in areas such as knowledge graphs. Current Graph Neural Networks (GNNs) often focus exclusively on determining whether nodes are connected or a...

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Bibliographic Details
Main Authors: Zhiwei Zhang, Xiaoyin Wu, Guangliang Zhu, Wenbo Qin, Nannan Liang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Complex network
graph neural network
link prediction
link value
structure analysis
Online Access:https://ieeexplore.ieee.org/document/10373036/

Internet

https://ieeexplore.ieee.org/document/10373036/

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