Community discovery method based on Louvain algorithm, computer equipment and readable storage medium thereof

作者: Wu Jie , Huang Wenhui , Zhu Dayu , Liao Jian , Han Liu

DOI:

关键词:

摘要: The invention relates to a community discovery method based on Louvain algorithm, computer equipment and readable storage medium thereof. comprises the following steps: S1, generating agraph representing network structure according input data, wherein graph nodes edges; S2, taking each node of as an independent community; S3, performing inner-layercirculation updating affiliated node; S4, repeating step S3 until percentage modularity change is less than first threshold value current cycle index even number, or inner-layer greater second ending cycle; S5, connectivity check if communities are not connected, segmenting into plurality connected sub-graphs, sub-graph independentcommunity; S6, compressing all communities, S7, inputting result S6 steps outputtingthe does any more smaller third threshold.

参考文章(9)
Evan Kodra, Auroop R. Ganguly, Devashish Kumar, Udit Bhatia, System for networking and analyzing geospatial data, human infrastructure, and natural elements ,(2016)
Anyan Chen, Feng Xie, Lei Xu, Lianchen Liu, Jiaxing Shang, Updating method and device of community structure in dynamic network ,(2012)
Tao Haicheng, Bu Zhan, Cao Jie, Mao Bo, Wang Youquan, Wu Zhiang, Community discovery method based on parallelization modularity optimization ,(2014)
Qi Rongzhi, Xu Guoyan, Zhuang Tianyi, Wang Shiyu, Ping Ping, A layered overlap and parallelization community discovery method ,(2019)
Li Guo, Li Yongjie, Zhong Jinshun, Song Minfeng, Wang Xiaoga, Community discovery method and system based on Louvain algorithm ,(2018)
Liang Xiangyi, Pan Daru, Yang Rujia, Song Hui, D2D communication user pairing method based on social community ,(2019)