基于路径相互关注的网络嵌入算法
钱付兰,黄鑫,赵姝,张燕平
Path⁃based mutual attention algorithm for network embedding
Fulan Qian,Xin Huang,Shu Zhao,Yanping Zhang
表3
HepTh数据集下
AUC
值
Table 3
AUC
on HepTh
训练比例
15%
25%
35%
45%
55%
65%
75%
85%
95%
Deepwalk
55.2
66.0
70.0
75.7
81.3
83.3
87.6
88.9
88.0
LINE
53.7
60.4
66.5
73.9
78.5
83.8
87.5
87.7
87.6
Node2vec
57.1
63.6
69.9
76.2
84.3
87.3
88.4
89.2
89.2
PMANE
59.6
67.0
74.3
81.5
85.2
89.4
89.5
91.1
92.9