Integration of large scale knowledge bases using probabilistic graphical models.
Arnab Kumar DuttaPublished in: WSDM (2014)
Keyphrases
- probabilistic graphical models
- graphical models
- knowledge base
- markov networks
- first order logic
- markov logic
- latent variables
- belief propagation
- conditional random fields
- probabilistic inference
- approximate inference
- exact inference
- parameter learning
- knowledge based systems
- semi supervised
- web scale
- maximum likelihood
- markov random field
- knowledge representation
- dynamic programming
- neural network