Tightly integrated probabilistic description logic programs for the semantic web

Calì, Andrea and Lukasiewicz, T. (2007) Tightly integrated probabilistic description logic programs for the semantic web. In: Dahl, V. and Niemelä, I. (eds.) Logic Programming: ICLP 2007. Lecture Notes in Computer Science 4670. Springer, pp. 428-429. ISBN 9783540746089.

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Official URL: https://doi.org/10.1007/978-3-540-74610-2_30

Abstract

We present a novel approach to probabilistic description logic programs for the Semantic Web, where a tight integration of disjunctive logic programs under the answer set semantics with description logics is generalized by probabilistic uncertainty. The approach has a number of nice features. In particular, it allows for a natural probabilistic data integration and for a natural representation of ontology mappings under probabilistic uncertainty and inconsistency. It also provides a natural integration of a situation-calculus based language for reasoning about actions with both description logics and probabilistic uncertainty.

Metadata

Item Type:	Book Section
School:	Birkbeck Faculties and Schools > Faculty of Science > School of Computing and Mathematical Sciences
Depositing User:	Sarah Hall
Date Deposited:	01 Feb 2021 18:28
Last Modified:	09 Aug 2023 12:49
URI:	https://eprints.bbk.ac.uk/id/eprint/42824

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