Structural Constraints for Multipartite Entity Resolution with Markov Logic Network.
Tengyuan YeHady Wirawan LauwPublished in: CIKM (2015)
Keyphrases
- structural constraints
- entity resolution
- markov logic networks
- markov networks
- markov logic
- graphical models
- first order logic
- structure learning
- probabilistic graphical models
- belief propagation
- probabilistic model
- maximum margin
- latent variables
- maximum likelihood
- bayesian networks
- conditional random fields
- pattern discovery
- hidden variables
- bayesian inference
- probabilistic reasoning
- posterior probability
- markov random field
- conditional probabilities
- record linkage
- information extraction
- document classification
- databases
- maximum a posteriori
- higher order
- query processing
- reinforcement learning
- image segmentation