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Tightly Integrated Probabilistic Description Logic Programs for Representing Ontology Mappings

Abstract:

Creating mappings between ontologies is a common way of approaching the semantic heterogeneity problem on the Semantic Web. To fit into the landscape of semantic web languages, a suitable, logic-based representation formalism for mappings is needed. We argue that such a formalism has to be able to deal with uncertainty and inconsistencies in automatically created mappings. We analyze the requirements for such a formalism, and we propose a novel approach to probabilistic description logic p...

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Authors


Andrea Calì More by this author
Thomas Lukasiewicz More by this author
Livia Predoiu More by this author
Heiner Stuckenschmidt More by this author
Publisher:
Springer
Volume:
4932
Publication date:
2008
URN:
uuid:7f3f6d2b-38a1-4b0d-a02a-a4136ea7a331
Local pid:
cs:6648
ISBN:
978-3-540-77683-3

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