A new metric to compare local community detection algorithms in social networks using geodesic distance.
Sahar BakhtarHovhannes A. HarutyunyanPublished in: J. Comb. Optim. (2022)
Keyphrases
- geodesic distance
- social networks
- community detection
- community detection algorithms
- community structure
- fisher information
- euclidean distance
- euclidean space
- shortest path
- complex networks
- distance transform
- distance metric
- geometric structure
- riemannian manifolds
- manifold learning
- real world networks
- social network analysis
- real world social networks
- link prediction
- network analysis
- gaussian mixture
- distance function
- data points
- distance measure
- information retrieval
- data mining
- network structure
- feature selection
- data sets