Knowledge Acquisition and Automated Generation of Bayesian Networks for a Medical Dialogue and Advisory System.
Joachim HornThomas BirkhölzerOliver HoglMarco PellegrinoRuxandra ScheitererKai-Uwe SchmidtVolker TrespPublished in: AIME (2001)
Keyphrases
- knowledge acquisition
- bayesian networks
- expert systems
- medical expert system
- expert knowledge
- medical diagnosis
- knowledge engineering
- domain experts
- knowledge representation
- semi automated
- knowledge based systems
- mixed initiative
- medical domain
- fully automated
- dialogue system
- machine learning
- man machine
- ripple down rules
- knowledge base
- graphical models
- probabilistic model
- probability distribution
- computer aided
- knowledge acquisition tools
- natural language
- structure learning
- conditional independence
- medical imaging
- conditional probabilities
- naive bayes
- hidden variables
- random variables
- interactive systems
- medical information
- incomplete data
- conversational agent
- dialogue management
- data mining
- natural language dialogue