关系生成图注意力网络的知识图谱链接预测

陈成,张皞,李永强,冯远静

Knowledge graph link prediction based on relational generative graph attention network

Cheng CHEN,Hao ZHANG,Yong-qiang LI,Yuan-jing FENG

表 7 在Kinship数据集上的链接预测结果

Tab.7 Link prediction results on Kinship dataset

模型 MRR Hits@1 Hits@3 Hits@10 KBGAT+ConvKB 0.727 1 0.584 3 0.846 4 0.966 0 KBGAT-ConvKB 0.774 2 0.671 3 0.862 2 0.965 6 RGGAT-ConvKB 0.781 8 0.670 4 0.868 7 0.975 8 RGGAT-ConvE 0.814 5 0.716 0 0.900 8 0.973 9