Simplicial closure and higher-order link prediction.
Austin R. BensonRediet AbebeMichael T. SchaubAli JadbabaieJon M. KleinbergPublished in: Proc. Natl. Acad. Sci. USA (2018)
Keyphrases
- link prediction
- higher order
- social network analysis
- social networks
- random walk
- network analysis
- bipartite graph
- multi relational
- network structure
- graph mining
- collective classification
- markov random field
- complex networks
- conditional random fields
- topological features
- supervised learning
- missing links
- heterogeneous networks
- link structure
- community detection
- collaborative filtering
- pairwise
- entity resolution
- proximity measures
- link formation
- machine learning
- similarity measure
- bayesian networks
- class discrimination