Bayesian Networks and Decision Graphs
Bayesian Networks and Decision Graphs
Context-Sensitive Semantic Query Expansion
ICAIS '02 Proceedings of the 2002 IEEE International Conference on Artificial Intelligence Systems (ICAIS'02)
A Probabilistic Extension to Ontology Language OWL
HICSS '04 Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 4 - Volume 4
Searching the Semantic Web: Approximate Query Processing Based on Ontologies
IEEE Intelligent Systems
Expressive probabilistic description logics
Artificial Intelligence
Managing uncertainty and vagueness in description logics for the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology granularity and rough equality of concepts
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Empirical merging of ontologies: a proposal of universal uncertainty representation framework
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
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We present a method for representing and reasoning with uncertainty in RDF(S) and OWL ontologies based on Bayesian networks.