基于翻译模型的异质重边信息网络链路预测研究

郑建兴,李沁文,王素格,李德玉

Research of link prediction based on translation model in heterogeneous multi⁃edge information network

Jianxing Zheng,Qinwen Li,Suge Wang,Deyu Li

表2 不同方法在单一、多元关系下的粗糙结果

Table 2 Raw results of different methods under single and multi?edge relationdships

Method MRR MR Hits@5 Hits@3 Hits@1 TransE 0.0526 59.1370 0.0437 0.0136 0.0045 TransH 0.0613 55.5030 0.0738 0.0271 0.0030 TransR 0.0642 60.6901 0.0744 0.0372 0.0041 TransD 0.0711 49.8524 0.0723 0.0331 0.0075 TransE+Mule 0.7225 3.9593 0.9292 0.8524 0.5633 TransH+Mule 0.7132 7.3630 0.9057 0.8530 0.5627 TransR+Mule 0.7007 7.3991 0.9006 0.8298 0.5459 TransD+Mule 0.7071 10.3912 0.9029 0.8254 0.5431 TransHME 0.7511 7.4473 0.9322 0.8434 0.6250