Abstract：In order to better understand the network, based on the similarity, let the nodes select multiple similar nodes to form similar node pairs. Through the Monte Carlo simulation results, a pairing algorithm based on the maximum node similarity and degree is proposed to discover the overlapping community structure of the network. Using multi-level most similarity to continue to optimize the community structure, find out the deep overlapping structure and sub-community structure of the network community. The proposed algorithm discovers the overlapping structure of the network based on the reason why the real network forms a community, and further optimizes the community structure, discovering the deep overlapping community structure of the network and its sub-community structure.
高峰. 复杂网络深度重叠结构的发现[J]. 复杂系统与复杂性科学, 2024, 21(2): 15-21.
GAO Feng. Discovery of Deep Overlapping Structures in Complex Networks[J]. Complex Systems and Complexity Science, 2024, 21(2): 15-21.
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