In this paper we study the evolution of ontologybased data access (OBDA) specifications, and focus on the case in which the ontology and/or the data source schema change, which may require a modification to the mapping between them to preserve both consistency and knowledge. Our approach is based on the idea of repairing the mapping according to the usual principle of minimal change and on a recent, mapping-based notion of consistency of the specification. We define and analyze two notions of mapping repair under ontology and source schema update. We then present a set of results on the complexity of query answering in the above framework, when the ontology is expressed in DL-LiteR.
Mapping Repair in Ontology-based Data Access Evolving Systems / Lembo, Domenico; Rosati, Riccardo; Santarelli, Valerio; Savo, Domenico Fabio; Evgenij, Thorstensen. - In: IJCAI. - ISSN 1045-0823. - STAMPA. - (2017), pp. 1160-1166. (Intervento presentato al convegno International Joint Conference on Artificial Intelligence tenutosi a Melbourne; Australia nel August 19-25, 2017) [10.24963/ijcai.2017/161].
Mapping Repair in Ontology-based Data Access Evolving Systems
LEMBO, Domenico
;ROSATI, Riccardo;SANTARELLI, VALERIO;SAVO, Domenico Fabio;
2017
Abstract
In this paper we study the evolution of ontologybased data access (OBDA) specifications, and focus on the case in which the ontology and/or the data source schema change, which may require a modification to the mapping between them to preserve both consistency and knowledge. Our approach is based on the idea of repairing the mapping according to the usual principle of minimal change and on a recent, mapping-based notion of consistency of the specification. We define and analyze two notions of mapping repair under ontology and source schema update. We then present a set of results on the complexity of query answering in the above framework, when the ontology is expressed in DL-LiteR.File | Dimensione | Formato | |
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Note: DOI: 10.24963/ijcai.2017/161
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