Structural Sensitivity for the Knowledge Engineering of Bayesian Networks.
David W. AlbrechtAnn E. NicholsonChris WhittlePublished in: Probabilistic Graphical Models (2014)
Keyphrases
- knowledge engineering
- bayesian networks
- expert knowledge
- expert systems
- knowledge acquisition
- knowledge elicitation
- knowledge representation
- conditional probability tables
- structural models
- domain knowledge
- case based reasoning
- knowledge based systems
- rule based expert systems
- software engineering
- artificial intelligence
- conditional probabilities
- probabilistic reasoning
- mixed initiative
- reasoning under uncertainty
- knowledge management
- probabilistic inference
- knowledge base
- data sets
- structure learning
- related fields
- semantic wiki
- data mining
- e learning
- knowledge engineers
- parameter learning
- case study
- information extraction
- fuzzy logic