Improving Semantic Information Retrieval Using Multinomial Naive Bayes Classifier and Bayesian Networks.
Wiem ChebilMohammad O. WedyanMoutaz AlazabRyan AlturkiOmar Ghaleb ElshaweeshPublished in: Inf. (2023)
Keyphrases
- naive bayes
- naive bayes classifier
- bayesian networks
- information retrieval
- text classification
- probabilistic classifiers
- bayesian network classifiers
- decision trees
- text categorization
- augmented naive bayes
- classification accuracy
- text mining
- continuous variables
- semantic information
- text classifiers
- conditional independence
- feature selection
- probability distribution
- conditional probabilities
- probabilistic model
- semantic features
- information extraction
- graphical models
- natural language
- base classifiers
- incomplete data
- document collections
- support vector machine
- hidden variables
- training data
- supervised learning
- classification error
- semantic similarity
- labeled data