Maintenance in Probabilistic Knowledge-Based Systems

27 Mar 2013Thomas F. ReidGregory S. Parnell

Recent developments using directed acyclical graphs (i.e., influence diagrams and Bayesian networks) for knowledge representation have lessened the problems of using probability in knowledge-based systems (KBS). Most current research involves the efficient propagation of new evidence, but little has been done concerning the maintenance of domain-specific knowledge, which includes the probabilistic information about the problem domain... (read more)

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