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Instance-level update in DL-Lite ontologies through first-order rewriting

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Giacomo, Giuseppe De
Oriol Hilari, XavierMés informacióMés informacióMés informació
Rosati, Riccardo
Savo, Domenico Fabio
Document typeArticle
Defense date2021-04-10
Rights accessOpen Access
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
ProjectRAZONAMIENTO AUTOMATICO, EJECUCION DE MODELOS Y ANALISIS DE DATOS A PARTIR DE ONTOLOGIAS (AEI-TIN2017-87610-R)
Abstract
In this paper we study instance-level update in DL-LiteA , a well-known description logic that influenced 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 first-order 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.
CitationGiacomo, G. [et al.]. Instance-level update in DL-Lite ontologies through first-order rewriting. "Journal of artificial intelligence research", 10 Abril 2021, vol. 70, p. 1335-1371. 
URIhttp://hdl.handle.net/2117/346233
DOI10.1613/jair.1.12414
ISSN1076-9757
Publisher versionhttps://www.jair.org/index.php/jair/article/view/12414
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