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Description Logic Programs: Combining Logic Programs with Description Logic (2003)

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by Benjamin N. Grosof
Citations:341 - 33 self
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@INPROCEEDINGS{Grosof03descriptionlogic,
    author = {Benjamin N. Grosof},
    title = {Description Logic Programs: Combining Logic Programs with Description Logic},
    booktitle = {},
    year = {2003},
    pages = {48--57},
    publisher = {ACM}
}

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Abstract

We show how to interoperate, semantically and inferentially, between the leading Semantic Web approaches to rules (RuleML Logic Programs) and ontologies (OWL/DAML+OIL Description Logic) via analyzing their expressive intersection. To do so, we define a new intermediate knowledge representation (KR) contained within this intersection: Description Logic Programs (DLP), and the closely related Description Horn Logic (DHL) which is an expressive fragment of first-order logic (FOL). DLP provides a significant degree of expressiveness, substantially greater than the RDFSchema fragment of Description Logic.

Citations

995 Principles of Database and Knowledge-Base Systems, vol - Ullman - 1989
360 P.P.: The Description Logic Handbook - Baader, McGuiness, et al. - 2003
305 Resource Description Framework (RDF) Schema Speci cation 1.0, W3C Candidate Recommendation - Brickley, Guha - 2000
279 Practical Reasoning for Expressive Description Logics - Horrocks, Sattler, et al. - 1999
235 A correspondence theory for terminological logics: Preliminary report - Schild - 1991
222 On the decidability of query containment under constraints - Calvanese, Giacomo, et al. - 1998
219 The complexity of concept languages - Donini, Lenzerini, et al. - 1997
202 Logic programming and knowledge representation - Baral, Gelfond - 1994
200 XSB as an efficient deductive database engine - Sagonas, Swift, et al. - 1994
130 On the relative expressiveness of description logics and predicate logics - Borgida - 1996
124 Ontology Reasoning in the SHOQ(D) Description Logic - Horrocks, Sattler
120 Attributive concept descriptions with complements - Schmidt-Schauss, Smolka - 1991
116 Magic templates: A spellbinding approach to logic programs - Ramakrishnan - 1991
113 Description of the RACER system and its applications - Haarslev, Moller
96 On the restraining power of guards - Grädel - 1998
94 SweetDeal: representing agent contracts with exceptions using XML rules, ontologies, and process descriptions - Grosof, Poon - 2003
90 is modal logic so robustly decidable - Why - 1997
88 Foundations of Logic Programming (second, extended edition - LLOYD - 1987
82 Linear Time Algorithms for Testing the Satisfiability of Horn Formula - Dowling, Gallier - 1984
66 A declarative approach to business rules in contracts: courteous logic programs in XML - Grosof, Labrou, et al. - 1999
50 How to Decide Query Containment Under Constraints Using a Description Logic - Horrocks, Sattler, et al. - 2000
43 Automated negotiation from declarative contract descriptions - Reeves, Wellman, et al.
20 Knowledge Integration to Overcome Ontological Heterogeneity: Challenges from Financial Information Systems - Firat, Madnick, et al. - 2002
19 Representing E-Business Rules for the Semantic Web: Situated Courteous Logic Programs - Grosof - 2001
17 OWL Web Ontology Language 1.0 Reference - Dean, Connolly, et al. - 2002
14 Financial Information Integration in the Presence of Equational Ontological Conflicts - Firat, Madnick, et al. - 2002
The National Science Foundation
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