Link Prediction: A Graphical Model Approach.
Daniele AlpagoMattia ZorziAugusto FerrantePublished in: ECC (2020)
Keyphrases
- link prediction
- graphical models
- random walk
- social networks
- social network analysis
- belief propagation
- probabilistic inference
- probabilistic model
- random variables
- approximate inference
- bayesian networks
- probabilistic graphical models
- complex networks
- multi relational
- conditional random fields
- network structure
- markov networks
- graph structure
- exact inference
- belief networks
- collaborative filtering
- gaussian graphical models
- structure learning
- supervised learning
- entity resolution
- data sets
- factor graphs
- nonparametric belief propagation
- conditional independence
- similarity measure