Automated extraction of fragments of Bayesian networks from textual sources.
Marcello TrovatiJer HayesFrancesco PalmieriNik BessisPublished in: Appl. Soft Comput. (2017)
Keyphrases
- bayesian networks
- information sources
- conditional independence
- data sources
- structure learning
- incomplete data
- expert knowledge
- databases
- probabilistic model
- search engine
- multiple sources
- junction tree
- inference in bayesian networks
- bayesian network learning
- probabilistic classifiers
- conditional probabilities
- database
- probability distribution
- neural network
- knowledge sources
- special case
- probabilistic inference
- natural language
- multimedia
- hidden variables
- metadata
- social networks
- information retrieval
- learning bayesian networks
- textual features
- machine learning
- human generated
- data sets