Construction of Conditional Probability Tables of Bayesian Networks using Ontologies and Wikipedia.
Alan Ramírez-NoriegaReyes Juárez-RamírezJuan J. TapiaVíctor H. CastilloSamantha JiménezPublished in: Computación y Sistemas (2019)
Keyphrases
- bayesian networks
- conditional probability tables
- context specific independence
- semantic relations
- knowledge base
- bayesian belief networks
- external knowledge
- probabilistic inference
- knowledge engineering
- conditional probabilities
- probabilistic model
- belief networks
- conditional independence
- graphical models
- structure learning
- incomplete data
- ontology construction
- semantic web
- knowledge representation
- probability distribution
- random variables
- bayesian network inference
- domain knowledge
- parameter learning
- expert knowledge
- neural network
- wordnet
- knowledge acquisition
- artificial intelligence
- machine learning