Proceedings

Ontology-Mediated Querying with the Description Logic EL: Trichotomy and Linear Datalog Rewritability

Carsten Lutz, Leif Sabellek

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence

Main track. Pages 1181-1187.

https://doi.org/10.24963/ijcai.2017/164

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Abstract

We consider ontology-mediated queries (OMQs) based on an EL

ontology and an atomic query (AQ), provide an ultimately

fine-grained analysis of data complexity and study rewritability

into linear Datalog-aiming to capture linear recursion in SQL.

Our main results are that every such OMQ is in AC0,

NL-complete or PTime-complete, and that containment in NL

coincides with rewritability into linear Datalog (whereas

containment in AC0 coincides with rewritability into first-order

logic). We establish natural characterizations of the three cases,

show that deciding linear Datalog rewritability (as well as the

mentioned complexities) is ExpTime-complete, give a way to

construct linear Datalog rewritings when they exist, and prove that

there is no constant bound on the arity of IDB relations in linear

Datalog rewritings.

Keywords

  • Knowledge Representation, Reasoning, and Logic: Description Logics and Ontologies
  • Multidisciplinary Topics and Applications: Database Systems
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