In this paper we study instance-level update in DL-LiteA, a well-known description logic that inuenced the OWL 2 QL standard. Instance-level update regards insertions and deletions in the ABox of an ontology. In particular, we focus on formula-based approaches to instance-level update. We show that DL-LiteA, which is well-known for enjoying firstorder rewritability of query answering, enjoys a first-order rewritability property also for instance-level update. That is, every update can be reformulated into a set of insertion and deletion instructions computable through a non-recursive Datalog program with negation. Such a program is readily translatable into a first-order query over the ABox considered as a database, and hence into SQL. By exploiting this result, we implement an update component for DL-LiteA-based systems and perform some experiments showing that the approach works in practice.
(2021). Instance-Level Update in DL-Lite Ontologies through First-Order Rewriting [journal article - articolo]. In THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH. Retrieved from http://hdl.handle.net/10446/184168
Instance-Level Update in DL-Lite Ontologies through First-Order Rewriting
Savo, Domenico Fabio
2021-01-01
Abstract
In this paper we study instance-level update in DL-LiteA, a well-known description logic that inuenced the OWL 2 QL standard. Instance-level update regards insertions and deletions in the ABox of an ontology. In particular, we focus on formula-based approaches to instance-level update. We show that DL-LiteA, which is well-known for enjoying firstorder rewritability of query answering, enjoys a first-order rewritability property also for instance-level update. That is, every update can be reformulated into a set of insertion and deletion instructions computable through a non-recursive Datalog program with negation. Such a program is readily translatable into a first-order query over the ABox considered as a database, and hence into SQL. By exploiting this result, we implement an update component for DL-LiteA-based systems and perform some experiments showing that the approach works in practice.File | Dimensione del file | Formato | |
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