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Journal article

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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Journal:
Annals of Mathematics and Artificial Intelligence
Volume:
63
Issue:
3/4
Pages:
385-425
Publication date:
2011-12-01
UUID:
uuid:240a677d-a6b6-48a6-b1e0-6fdaf9be184c
Local pid:
cs:4748
Deposit date:
2015-03-31

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