SMT Safety Verification of Ontology-Based Processes

Authors

  • Diego Calvanese Faculty of Engineering, Free University of Bozen-Bolzano, Italy Computing Science Department, Umeå University, Sweden
  • Alessandro Gianola Faculty of Engineering, Free University of Bozen-Bolzano, Italy
  • Andrea Mazzullo Faculty of Engineering, Free University of Bozen-Bolzano, Italy
  • Marco Montali Faculty of Engineering, Free University of Bozen-Bolzano, Italy

DOI:

https://doi.org/10.1609/aaai.v37i5.25772

Keywords:

KRR: Action, Change, and Causality, KRR: Description Logics, KRR: Automated Reasoning and Theorem Proving

Abstract

In the context of verification of data-aware processes, a formal approach based on satisfiability modulo theories (SMT) has been considered to verify parameterised safety properties. This approach requires a combination of model-theoretic notions and algorithmic techniques based on backward reachability. We introduce here Ontology-Based Processes, which are a variant of one of the most investigated models in this spectrum, namely simple artifact systems (SASs), where, instead of managing a database, we operate over a description logic (DL) ontology. We prove that when the DL is expressed in (a slight extension of) RDFS, it enjoys suitable model-theoretic properties, and that by relying on such DL we can define Ontology-Based Processes to which backward reachability can still be applied. Relying on these results we are able to show that in this novel setting, verification of safety properties is decidable in PSPACE.

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Published

2023-06-26

How to Cite

Calvanese, D., Gianola, A., Mazzullo, A., & Montali, M. (2023). SMT Safety Verification of Ontology-Based Processes. Proceedings of the AAAI Conference on Artificial Intelligence, 37(5), 6271-6279. https://doi.org/10.1609/aaai.v37i5.25772

Issue

Section

AAAI Technical Track on Knowledge Representation and Reasoning