Spark's GraphX-based link prediction for social communication using triangle counting.
Dharavath RameshNavaljeet Singh AroraPublished in: Soc. Netw. Anal. Min. (2019)
Keyphrases
- link prediction
- social networks
- social network analysis
- communication patterns
- link formation
- influence propagation
- network analysis
- social ties
- random walk
- multi relational
- bipartite graph
- network structure
- graph mining
- social media
- social interaction
- entity resolution
- topological features
- complex networks
- community detection
- collective classification
- social networking
- missing links
- communication networks
- online social networks
- social relationships
- social behavior
- link structure
- collaborative filtering
- sharing information
- proximity measures
- social network data
- network evolution
- location prediction
- heterogeneous networks
- social networking sites
- relational learning
- supervised learning