Implementing Weighted Abduction in Markov Logic.
James BlytheJerry R. HobbsPedro M. DomingosRohit J. KateRaymond J. MooneyPublished in: IWCS (2011)
Keyphrases
- markov logic
- web scale
- entity resolution
- coreference resolution
- probabilistic graphical models
- inductive logic programming
- first order logic
- integrating multiple
- markov networks
- background knowledge
- markov logic networks
- statistical relational learning
- logic programming
- maximum likelihood
- relational data
- machine learning
- structure learning
- record linkage
- constraint satisfaction
- information extraction
- bayesian networks