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» Ontology: Use and Abuse
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PKDD
2009
Springer
170views Data Mining» more  PKDD 2009»
16 years 28 days 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
SEMWEB
2009
Springer
16 years 28 days ago
Learning to Map Ontologies with Neural Network
In this paper the authors applied the idea of training multiple tasks simultaneously on a partially shared feed forward network to domain of ontology mapping. A “cross trainingâ€...
Yefei Peng, Paul W. Munro, Ming Mao
ICDIM
2006
IEEE
16 years 13 days ago
Creating an Historical Archive Ontology: Guidelines and Evaluation
Ontologies have been proven invaluable tools both for the semantic web and for personal information management. In the context of a historical archive an ontology may provide mean...
Elena Torou, Akrivi Katifori, Costas Vassilakis, G...
OTM
2005
Springer
15 years 12 months ago
Judicial Support Systems: Ideas for a Privacy Ontology-Based Case Analyzer
Abstract. Nowadays, ontology is applied as an integral part of many applications in several domains, especially in the world of law. The ontology based judicial support system is b...
Yan Tang, Robert Meersman
ACOM
2004
Springer
15 years 11 months ago
Optimal Communication Vocabularies and Heterogeneous Ontologies
In this paper, we will consider the alignment of heterogeneous ontologies in multi agent systems. We will start from the idea that each individual agent is specialized in solving ...
Jurriaan van Diggelen, Robbert-Jan Beun, Frank Dig...