From Classical to Consistent Query Answering under Existential Rules

Authors

  • Thomas Lukasiewicz University of Oxford
  • Maria Vanina Martinez Universidad Nacional del Sur and Consejo Nacional de Investigaciones Científicas y Técnicas CONICET
  • Andreas Pieris Vienna University of Technology
  • Gerardo Simari Universidad Nacional del Sur and Consejo Nacional de Investigaciones Científicas y Técnicas CONICET

DOI:

https://doi.org/10.1609/aaai.v29i1.9414

Keywords:

Inconsistency, Consistent query answering, Conjunctive queries, Existential rules, Tuple-generating dependencies, Computational complexity

Abstract

Querying inconsistent ontologies is an intriguing new problem that gave rise to a flourishing research activity in the description logic (DL) community. The computational complexity of consistent query answering under the main DLs is rather well understood; however, little is known about existential rules. The goal of the current work is to perform an in-depth analysis of the complexity of consistent query answering under the main decidable classes of existential rules enriched with negative constraints. Our investigation focuses on one of the most prominent inconsistency-tolerant semantics, namely, the AR semantics. We establish a generic complexity result, which demonstrates the tight connection between classical and consistent query answering. This result allows us to obtain in a uniform way a relatively complete picture of the complexity of our problem.

Downloads

Published

2015-02-18

How to Cite

Lukasiewicz, T., Martinez, M. V., Pieris, A., & Simari, G. (2015). From Classical to Consistent Query Answering under Existential Rules. Proceedings of the AAAI Conference on Artificial Intelligence, 29(1). https://doi.org/10.1609/aaai.v29i1.9414

Issue

Section

AAAI Technical Track: Knowledge Representation and Reasoning