Research Papers


Ding, Z., Peng, Y. et al. A Bayesian Approach to Uncertainty Modeling in OWL Ontology, Proceedings of the International Conference on Advances in Intelligent Systems Theory and Applications, November 2004, Luxembourg. download.

Peng, Y. and Ding, Z.: "Modifying Bayesian Networks by Probability Constraints", in Proceedings of 21st Conference on Uncertainty in Artificial Intelligence (UAI-2005), Edinburgh, Scotland, July 26-29, 2005. download.

Ding, Z., BayesOWL: Uncertainty Modeling in Semantic Web Ontologies, PhD thesis, 2005. download.