基于广度-深度采样和图卷积网络的谣言检测方法

王友卫,王炜琦,凤丽洲,朱建明,李洋

Rumor detection method based on breadth-depth sampling and graph convolutional networks

Youwei WANG,Weiqi WANG,Lizhou FENG,Jianming ZHU,Yang LI

表 3 Weibo2016数据集的参数分析结果

Tab.3 Parameter analysis results of Weibo2016 dataset

W D N/% T Acc F1 1 0.3 45 47.91 0.938 0.937 0.5 52 50.32 0.944 0.943 0.7 72 56.30 0.949 0.949 2 0.3 58 53.93 0.943 0.943 0.5 65 58.76 0.952 0.950 0.7 84 76.30 0.931 0.929 3 0.3 66 64.27 0.933 0.934 0.5 77 89.44 0.941 0.939 0.7 94 99.23 0.922 0.918