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 4 在Kinship数据集上的链接预测结果

Tab.4 Link prediction results on Kinship dataset

模型 MRR MR Hits@1 Hits@3 Hits@10 TransE 0.3090 6.80 0.0090 0.6430 0.8410 R-GCN 0.1090 25.90 0.0300 0.0880 0.2390 ConvKB 0.6140 3.30 0.436 2 0.7550 0.9530 KBGAT 0.727 1 2.70 0.584 3 0.846 4 0.966 0 RGGAT 0.814 5 2.37 0.716 0 0.900 8 0.973 9