Unifying logical and statistical AI with Markov logic.
Pedro M. DomingosDaniel LowdPublished in: Commun. ACM (2019)
Keyphrases
- markov logic
- statistical models
- entity resolution
- web scale
- inductive logic programming
- artificial intelligence
- integrating multiple
- markov networks
- first order logic
- coreference resolution
- probabilistic graphical models
- graphical models
- machine learning
- expert systems
- markov logic networks
- knowledge based systems
- background knowledge
- maximum likelihood
- statistical relational learning
- query processing
- bayesian networks
- pairwise