Using a text analysis and categorization tool to generate Bayesian belief networks for use in cognitive social simulation from a document corpus.
Daniel C. McKaughanZachary HeathJ. T. McClainPublished in: SpringSim (MMS) (2011)
Keyphrases
- text analysis
- bayesian belief networks
- social simulation
- belief networks
- document corpus
- text mining
- probabilistic inference
- information extraction
- bayesian networks
- information retrieval
- conditional probabilities
- natural language processing
- cognitive architectures
- text categorization
- text documents
- neural network
- cognitive science
- multi agent systems
- named entities
- text classification
- query processing
- computer vision
- learning algorithm
- machine learning
- databases