A Theoretical Analysis of DeepWalk and Node2vec for Exact Recovery of Community Structures in Stochastic Blockmodels.
Yichi ZhangMinh TangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
- theoretical analysis
- overlapping communities
- community structure
- community detection
- complex networks
- densely connected
- real world networks
- social networks
- online social networks
- network analysis
- community formation
- community discovery
- graph theory
- graph structure
- undirected graph
- small world
- bipartite networks
- network structure
- communities in social networks