Efficient Inference of Markov Logic Network for Link Prediction.
Zhongbin LiLiang DuanKun YuePublished in: GCCE (2023)
Keyphrases
- link prediction
- markov logic networks
- markov networks
- exact inference
- probabilistic graphical models
- graphical models
- structure learning
- social networks
- random walk
- social network analysis
- probabilistic inference
- first order logic
- network structure
- hidden variables
- approximate inference
- factor graphs
- maximum likelihood
- bayesian networks
- belief propagation
- complex networks
- probabilistic model
- conditional random fields
- structured prediction
- bayesian inference
- collaborative filtering
- maximum margin
- markov random field
- approximation algorithms
- document classification
- supervised learning
- posterior probability
- belief networks
- support vector
- information extraction
- logic programs
- random variables
- inductive logic programming