Jointly Disambiguating and Clustering Concepts and Entities with Markov Logic.
Angela FahrniMichael StrubePublished in: COLING (2012)
Keyphrases
- markov logic
- entity resolution
- k means
- clustering algorithm
- probabilistic graphical models
- web scale
- first order logic
- knowledge sources
- markov logic networks
- integrating multiple
- markov networks
- graphical models
- statistical relational learning
- wordnet
- background knowledge
- outlier detection
- inductive logic programming
- text classification
- data model
- inference problems
- information retrieval