Community detection See Community structure Approaches Peixoto2021descriptive Descriptive vs. inferential community detection by Tiago Peixoto Rosvall2019different Consensus community detection Methods Modularity (networks) Louvain method Link clustering Clique percolation TopGC Stochastic block model Surprise Detecting communities using asymptotical Surprise Random walk Infomap Exploring the solution landscape enables more reliable network community detection Higher-order Using higher-order Markov models to reveal flow-based communities in networks without explicit network structure Community detection in networks with unobserved edges https://piratepeel.github.io/slides/Peel_Netsci2019.pdf References Near linear time algorithm to detect community structures in large-scale networks Towards real-time community detection in large networks Maximal entropy random walk in community finding