%0 Conference Paper %1 Yang:2005 %A Yang, Yi %A Calmet, Jacques %B CIMCA '05: Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce Vol-1 (CIMCA-IAWTIC'06) %C Washington, DC, USA %D 2005 %I IEEE Computer Society %K 2008-01-18 av:attached av:paper imported ontobayes proj:o4p toread %P 457--463 %T OntoBayes: An Ontology-Driven Uncertainty Model %U http://portal.acm.org/citation.cfm?id=1135162 %X This paper describes an ontology-driven model, which integrates Bayesian Networks (BN) into the Ontology Web Language (OWL) to preserve the advantages of both. This model makes use of probability and dependency-annotated OWL to represent uncertain information in BN structures. These extensions enhance knowledge representation in OWL and enable agents to act under uncertainty and complex structured open environments at the same time. This paper presents the underlying principles and scratches the surface of the decision theoretic agent system design based on ÖntoBayes". %@ 0-7695-2504-0-01

@inproceedings{Yang:2005, abstract = {This paper describes an ontology-driven model, which integrates Bayesian Networks (BN) into the Ontology Web Language (OWL) to preserve the advantages of both. This model makes use of probability and dependency-annotated OWL to represent uncertain information in BN structures. These extensions enhance knowledge representation in OWL and enable agents to act under uncertainty and complex structured open environments at the same time. This paper presents the underlying principles and scratches the surface of the decision theoretic agent system design based on "OntoBayes".}, added-at = {2010-05-27T23:35:15.000+0200}, address = {Washington, DC, USA}, author = {Yang, Yi and Calmet, Jacques}, biburl = {https://www.bibsonomy.org/bibtex/2c1fb3656c61df4131bf5f9c96e2f0817/wnpxrz}, booktitle = {CIMCA '05: Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce Vol-1 (CIMCA-IAWTIC'06)}, description = {OntoBayes}, interhash = {853d92cbb0007859a0dfff6dd82984ee}, intrahash = {c1fb3656c61df4131bf5f9c96e2f0817}, isbn = {0-7695-2504-0-01}, keywords = {2008-01-18 av:attached av:paper imported ontobayes proj:o4p toread}, pages = {457--463}, publisher = {IEEE Computer Society}, timestamp = {2010-05-27T23:35:15.000+0200}, title = {{OntoBayes: An Ontology-Driven Uncertainty Model}}, url = {http://portal.acm.org/citation.cfm?id=1135162}, year = 2005 }