Information Retrieval Using Bayesian Networks.
Lukasz NeumanJakub KozlowskiAleksander ZgrzywaPublished in: International Conference on Computational Science (2004)
Keyphrases
- bayesian networks
- information retrieval
- information retrieval systems
- search engine
- inference in bayesian networks
- information extraction
- text mining
- document collections
- computational linguistics
- information access
- probabilistic inference
- conditional independence
- structure learning
- probabilistic model
- learning bayesian networks
- probabilistic reasoning
- test collection
- graphical models
- expert knowledge
- probability distribution
- knowledge base
- vector space model
- incomplete data
- language modeling
- learning to rank
- conditional probabilities
- retrieval effectiveness
- document retrieval
- relevant documents
- retrieval systems
- recommender systems