图卷积融合计算时效网络节点重要性评估分析

周传华,操礼春,周家亿,詹凤

Identification of critical nodes in temporal networks based on graph convolution union computing

Chuan-hua ZHOU,Li-chun CAO,Jia-yi ZHOU,Feng ZHAN

表 2 ISGC和现有方法排序与基准排序的相关性对比结果

Tab.2 Correlation comparison results of ISGC and existing methods with the benchmark sort

方法 Workspace Enrons SFHH ISGC 0.7096 0.7644 0.6997 RA 0.5498 0.4274 0.1657 TD 0.5396 0.5297 0.8379 TB 0.6931 0.5989 0.6861 TC 0.4992 0.7486 0.6945 TK 0.5184 0.4182 0.2746 TDDC 0.3456 0.2693 0.2310 TPR 0.5078 0.6178 0.3120 TGM 0.6841 0.7088 0.7857