Discovery of Deep Overlapping Structures in Complex Networks
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 o-verlapping 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 optimi-zes the community structure,discovering the deep overlapping community structure of the net-work and its sub-community structure.