Research of ontology uncertainty reasoning based on Bayesian network
Yang Xi-quan · Journal of Computer Applications · 2008
This paper adopted OWL to extend the uncertainty representation in domain ontology and support uncertainty reasoning by Bayesian network.The experiment shows that Bayesian network together with ontology can preserve the advantages of both,for ontology has power of knowledge presenting and Bayesian network provides ability of reasoning.It can obtain knowledge from partial probabilistic-described information and instruct practice.