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» Formalizing Ontological Commitment
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PKDD
2009
Springer
170views Data Mining» more  PKDD 2009»
15 years 4 months ago
Statistical Relational Learning with Formal Ontologies
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
Achim Rettinger, Matthias Nickles, Volker Tresp
DLOG
2008
15 years 13 days ago
Ontology Refinement through Role Assertion Analysis: Example in Pharmacogenomics
We propose an approach for extending domain knowledge represented in DL ontology by using knowledge extraction methods on ontology assertions. Concept and role assertions are extra...
Adrien Coulet, Malika Smaïl-Tabbone, Amedeo N...
SWWS
2008
14 years 11 months ago
A New Approach to Managing the Evolution of OWL Ontologies
Abstract The growing demand for large and complex ontologies present new challenges related to their design, maintenance and evolution. In this paper, we propose an approach to man...
Chuming Chen, Manton M. Matthews
103
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IESA
2007
14 years 11 months ago
Formalizing the OPAL eBusiness ontology design patterns with OWL
Domain ontology building is one of the most critical activities required in Semantic Web applications. The task must be performed by domain experts, who do not (generally) have the...
Fulvio D'Antonio, Michele Missikoff, Francesco Tag...
WWW
2004
ACM
15 years 10 months ago
Incremental formalization of document annotations through ontology-based paraphrasing
For the manual semantic markup of documents to become widespread, users must be able to express annotations that conform to ontologies (or schemas) that have shared meaning. Howev...
Jim Blythe, Yolanda Gil