Evaluating performance of link prediction in scale-free evolving networks and a Facebook community.
Laurie GrieshoberRachael Hageman BlairPublished in: Soc. Netw. Anal. Min. (2014)
Keyphrases
- link prediction
- scale free
- complex networks
- social networks
- community structure
- community detection
- small world
- biological networks
- network analysis
- network structure
- real world networks
- social network analysis
- small world networks
- scale free networks
- bipartite graph
- social ties
- online social networks
- graph mining
- degree distribution
- bipartite networks
- social media
- information networks
- protein protein interaction networks
- missing links
- random walk
- link formation
- topological features
- clustering coefficient
- fully connected
- small world properties
- heterogeneous networks
- online communities
- graph theory
- power law distribution
- social relationships
- social networking
- social interaction
- network evolution
- functional modules
- path length
- data mining
- power law
- factor graph model
- protein interaction networks
- network topology
- collaborative filtering