Optimizing edge sets in networks to produce ground truth communities based on modularity.
Daniel KosmasJohn E. MitchellThomas C. SharkeyBoleslaw K. SzymanskiPublished in: Networks (2022)
Keyphrases
- community detection
- ground truth
- community structure
- community detection algorithms
- social networks
- complex networks
- communities in social networks
- network analysis
- real world networks
- bipartite networks
- overlapping communities
- small world
- social network analysis
- network structure
- edge detection
- information networks
- densely connected
- undirected graph
- quantitative evaluation
- network model
- cohesive subgroups
- data sets
- social network analysis and mining
- complex systems
- high quality
- community discovery
- network topologies
- graph mining
- virtual communities
- weighted graph