异质信息网络的互信息最大化社区搜索

王亚峰,周丽华,陈伟,王丽珍,陈红梅

Community search with mutual information maximization over heterogeneous information networks

Ya-feng WANG,Li-hua ZHOU,Wei CHEN,Li-zhen WANG,Hong-mei CHEN

表 3 不同社区搜索方法的性能对比

Tab.3 Performance comparison of community search methods

数据集 方法 Pre Mod PS MI ACM FastBCore 0.330 0.90 0.044 11.490 ICS-GNN 0.938 0.43 0.237 14.195 ICSMIM 0.952 0.53 0.260 14.209 DBLP FastBCore 0.280 0.88 0.178 7.340 ICS-GNN 0.825 0.49 0.190 16.320 ICSMIM 0.852 0.59 0.193 16.340 IMDB FastBCore 0.345 0.93 0.007 10.960 ICS-GNN 0.515 0.35 0.046 13.257 ICSMIM 0.570 0.45 0.049 13.262