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Datalog rewriting techniques for non-Horn ontologies

Abstract:

We study the closely related problems of rewriting disjunctive datalog programs and non-Horn DL ontologies into plain datalog programs that entail the same facts for every dataset. We first propose the class of markable disjunctive datalog programs, which is efficiently recognisable and admits polynomial rewritings into datalog. Markability naturally extends to SHI ontologies, and markable ontologies admit (possibly exponential) datalog rewritings. We then turn our attention to resolution-based rewriting techniques. We devise an enhanced resolution rewriting procedure for disjunctive datalog, and propose a second class of SHI ontologies that admits exponential datalog rewritings via resolution. Finally, we evaluate the feasibility of our techniques over a large corpus of ontologies, with encouraging results.

Publication status:
Published
Peer review status:
Peer reviewed

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Publication website:
https://ceur-ws.org/Vol-1193/paper_62.pdf

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Research group:
Information Systems Group
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Research group:
Information Systems Group
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Research group:
Information Systems Group
Oxford college:
Oriel College
Role:
Author


More from this funder
Funder identifier:
https://ror.org/0439y7842
Funding agency for:
Kaminski, M
Nenov, Y
Grant:
EP/J020214/1
Programme:
Score!
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Funder identifier:
https://ror.org/00k4n6c32
Programme:
EU-FP7
More from this funder
Funder identifier:
https://ror.org/03wnrjx87


Publisher:
CEUR-WS.org
Host title:
Informal Proceedings of the 27th International Workshop on Description Logics
Pages:
209-220
Series:
CEUR Workshop Proceedings
Series number:
1193
Publication date:
2014-07-10
Event title:
DL 2014 27th International Workshop on Description Logics
Event location:
Vienna, Austria
Event start date:
2014-07-17
Event end date:
2014-07-20
ISSN:
1613-0073


Language:
English
Keywords:
Subjects:
UUID:
uuid:b52bfd8c-d3b5-4f51-81b1-beca98e93114
Local pid:
ora:9559
Deposit date:
2014-12-10

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