图嵌入模型综述
袁立宁, 李欣, 王晓冬, 刘钊
Graph Embedding Models: A Survey
YUAN Lining, LI Xin, WANG Xiaodong, LIU Zhao
表6
动态图节点分类性能对比
Table 6
Performance comparison of dynamic graph node classification %
Index
Deepwalk
node2vec
LINE
DANE
tNodeEmbed
CTDNE
HTNE
DynamicTriad
M
2
DNE
micro-
F
1
69.65
75.20
67.56
74.53
82.20
71.70
71.40
71.10
69.75
macro-
F
1
72.37
23.50
70.97
75.69
50.40
8.30
6.90
5.50
69.71