Closed-World Semantics for Conjunctive Queries with Negation over ELH-bottom Ontologies

Stefan Borgwardt, Walter Forkel

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

Best Sister Conferences. Pages 6131-6135.

https://doi.org/10.24963/ijcai.2019/849

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Abstract

Ontology-mediated query answering is a popular paradigm for enriching answers to user queries with background knowledge. 

For querying the absence of information, however, there exist only few ontology-based approaches. 

Moreover, these proposals conflate the closed-domain and closed-world assumption, and therefore are not suited to deal with the anonymous objects that are common in ontological reasoning.

We propose a new closed-world semantics for answering conjunctive queries with negation over ontologies formulated in the description logic ELH-bottom, based on the minimal canonical model. 

We propose a rewriting strategy for dealing with negated query atoms, which shows that query answering is possible in polynomial time in data complexity.

Keywords

  • Knowledge Representation and Reasoning: Description Logics and Ontologies
  • Knowledge Representation and Reasoning: Computational Complexity of Reasoning
  • Knowledge Representation and Reasoning: Logics for Knowledge Representation
  • Knowledge Representation and Reasoning: Knowledge Representation Languages
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