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3 不同方法在单一、多元关系下的过滤结果

Table 3 Filtered results of different methods under single and multi?edge relationdships

Method MRR MR Hits@5 Hits@3 Hits@1 TransE 0.1594 46.7319 0.2199 0.1521 0.0693 TransH 0.1617 44.2139 0.2349 0.1536 0.0693 TransR 0.1511 49.3733 0.2149 0.1501 0.0550 TransD 0.1791 39.1973 0.2304 0.1611 0.0889 TransE+Mule 0.7837 3.6235 0.9458 0.8961 0.6581 TransH+Mule 0.7707 6.9187 0.9252 0.8946 0.6416 TransR+Mule 0.7682 6.8976 0.9247 0.8675 0.6521 TransD+Mule 0.7663 9.8554 0.9230 0.8698 0.6409 TransHME 0.8190 7.0512 0.9503 0.8946 0.7304