A probabilistic extension to ontology language OWL

Z Ding, Y Peng - … on system sciences, 2004. Proceedings of …, 2004 - ieeexplore.ieee.org
To support uncertain ontology representation and ontology reasoning and map**, we
propose to incorporate Bayesian networks (BN), a widely used graphic model for knowledge …

Using ontologies in the semantic web: A survey

L Ding, P Kolari, Z Ding, S Avancha - Ontologies: A Handbook of …, 2007 - Springer
Abstract The Semantic Web is well recognized as an effective infrastructure to enhance
visibility of knowledge on the Web. The core of the Semantic Web is “ontology”, which is …

BayesOWL: Uncertainty modeling in semantic web ontologies

Z Ding, Y Peng, R Pan - Soft computing in ontologies and semantic web, 2006 - Springer
It is always essential but difficult to capture incomplete, partial or uncertain knowledge when
using ontologies to conceptualize an application domain or to achieve semantic …

Ontobayes: An ontology-driven uncertainty model

Y Yang, J Calmet - … for Modelling, Control and Automation and …, 2005 - ieeexplore.ieee.org
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 …

Towards a principled approach to semantic interoperability

J Euzenat - Proc. IJCAI 2001 workshop on ontology and …, 2001 - inria.hal.science
Semantic interoperability is the faculty of interpreting knowledge imported from other
languages at the semantic level, ie to ascribe to each imported piece of knowledge the …

Ontology-driven geographic information integration: A survey of current approaches

A Buccella, A Cechich, P Fillottrani - Computers & Geosciences, 2009 - Elsevier
Integrating different information sources is a growing research area within different
application domains. This is particularly true for the geographic information domain which is …

Ontologies for geographic information processing

U Visser, H Stuckenschmidt, G Schuster… - Computers & …, 2002 - Elsevier
The development of geographical information systems (GIS) and the interoperability
between these systems demands new requirements for the description of the underlying …

[KNYGA][B] Intelligent information integration for the Semantic Web

U Visser - 2005 - books.google.com
The Semantic Web o? ers new options for information processes. Dr. Visser is dealing with
twocore issuesin this area: the integrationofdata onthe sem-tic level and the problem of …

A bayesian approach to uncertainty modeling in owl ontology

Z Ding, Y Peng, R Pan - Proceedings of the International …, 2004 - ebiquity.umbc.edu
Dealing with uncertainty is crucial in ontology engineering tasks such as domain modeling,
ontology reasoning, and concept map** between ontologies. This paper presents our on …

[PDF][PDF] Ontology-based information sharing in weakly structured environments

H Stuckenschmidt - 2003 - research.vu.nl
The so-called information society demands for complete access to available information,
which is often heterogeneous and distributed. Most information systems use specific data …