计算机科学 ›› 2022, Vol. 49 ›› Issue (11A): 210800177-5.doi: 10.11896/jsjkx.210800177
原慧琳1, 冯宠2
YUAN Hui-lin1, FENG Chong2
摘要： 节点的影响力排序一直是复杂网络领域中最具有吸引力的一个问题,其对于衡量节点的传播能力有着重要的作用。由于网络中的节点的规模很大,研究者们希望能够更准确地估计节点的传播能力。文中基于信息论的基本概念和k-shell方法提出了一种新的影响力节点的排序方法,根据节点所在网络中的位置的拓扑信息来测量节点的传播能力。实验结果表明,该方法可以有效地识别网络中有影响力的节点,并且可以有效避免 k-shell法的“富人俱乐部现象”。
中图分类号:
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