About the Studying on the Uncertainty of Ontology on the Bayesian Network

Abstract:

In the paper applying the OWL extend the uncertaintys express of ontology to the knowledge domain, realize the uncertainty reasoning of the ontology domain knowledge based Bayesian Network, the experiment tell us that combine the Bayesian Network and ontology can display the abilities full on the knowledge description to the ontology and reasoning abilities to the Bayesian Network, realizing being based on partial information description of probability to obtain knowledge and guide the practice.

• Periodical: Applied Mechanics and Materials (Volumes 513-517)
• Pages: 1717-1721
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.513-517.1717
• Online since: February 2014
• Authors: Rong Hua Cong*
• Keywords: Bayesian Network (BN), Ontology, Uncertainty

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