Expert Finding Using Markov Networks in Open Source Communities.
Matthieu VergneAngelo SusiPublished in: CAiSE (2014)
Keyphrases
- markov networks
- expert finding
- graphical models
- maximum likelihood
- belief propagation
- first order logic
- web mining
- language modeling
- probabilistic model
- bayesian inference
- information management
- conditional random fields
- bayesian networks
- hidden variables
- document classification
- topic modeling
- social networks
- conditional probabilities
- posterior probability
- inductive logic programming
- language model
- markov random field
- social network analysis
- search engine
- text classification
- data analysis
- feature space
- retrieval model
- probability distribution
- bag of words
- databases
- expectation maximization