Exploiting optimised communities in directed weighted graphs for link prediction.
Faima AbbasiMuhammad MuzammalKashif Naseer QureshiIbrahim Tariq JavedTiziana MargariaNoël CrespiPublished in: Online Soc. Networks Media (2022)
Keyphrases
- link prediction
- weighted graph
- social networks
- social network analysis
- community detection
- complex networks
- network analysis
- random walk
- social ties
- densely connected
- bipartite graph
- real world networks
- bipartite networks
- graph mining
- community structure
- shortest path
- network structure
- discrete data
- edge weights
- regularization framework
- missing links
- data objects
- community discovery
- information networks
- social relationships
- graph theory
- heterogeneous networks
- social interaction
- graph structure
- online communities
- overlapping communities
- link formation
- link analysis
- collaborative filtering
- supervised learning
- pairwise