Ranking and clustering of nodes in networks with smart teleportation
Renaud LambiotteMartin RosvallPublished in: CoRR (2011)
Keyphrases
- heterogeneous information networks
- information networks
- network structure
- clustering algorithm
- betweenness centrality
- real world networks
- network analysis
- social networks
- complex networks
- k means
- clustering method
- wireless ad hoc networks
- fully connected
- graph theoretic
- small world
- network size
- ranking algorithm
- average degree
- network topologies
- neighboring nodes
- heterogeneous networks
- unsupervised learning
- network nodes
- data points
- web search
- overlapping communities
- hierarchical clustering
- document clustering
- self organizing maps
- mutual reinforcement
- missing links
- sparsely connected
- proximity measures
- graph structure
- ranked list
- learning to rank
- spectral clustering
- ranking functions
- directed graph
- cluster analysis