Link prediction approach combined graph neural network with capsule network

作者：

Highlights：

• A link prediction method called GCCL (Graph Conversion Capsule Link) is proposed.

• A CapsNet layer is introduced in the edge feature map.

• We carried out extensive experiments on six real networks.

摘要

•A link prediction method called GCCL (Graph Conversion Capsule Link) is proposed.•A CapsNet layer is introduced in the edge feature map.•We carried out extensive experiments on six real networks.

论文关键词：Complex networks,Link prediction,Graph neural network,Capsule network

论文评审过程：Received 26 August 2021, Revised 9 August 2022, Accepted 29 August 2022, Available online 12 September 2022, Version of Record 18 September 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118737