Ontology-based data management aims at managing data through the lens of an ontology, that is, a conceptual representation of the domain of interest in the underlying information system. This new paradigm provides several interesting features, many of which have already been proved effective in managing complex information systems. This article introduces the notion of ontology-based data management, illustrating the main ideas underlying the paradigm, and pointing out the importance of knowledge representation and automated reasoning for addressing the technical challenges it introduces.

Managing data through the lens of an ontology / Lenzerini, Maurizio. - In: AI MAGAZINE. - ISSN 0738-4602. - 39:2(2018), pp. 65-74. [10.1609/aimag.v39i2.2802]

Managing data through the lens of an ontology

Lenzerini, Maurizio
2018

Abstract

Ontology-based data management aims at managing data through the lens of an ontology, that is, a conceptual representation of the domain of interest in the underlying information system. This new paradigm provides several interesting features, many of which have already been proved effective in managing complex information systems. This article introduces the notion of ontology-based data management, illustrating the main ideas underlying the paradigm, and pointing out the importance of knowledge representation and automated reasoning for addressing the technical challenges it introduces.
2018
Artificial Intelligence
01 Pubblicazione su rivista::01a Articolo in rivista
Managing data through the lens of an ontology / Lenzerini, Maurizio. - In: AI MAGAZINE. - ISSN 0738-4602. - 39:2(2018), pp. 65-74. [10.1609/aimag.v39i2.2802]
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Note: DOI: 10.1609/aimag.v39i2.2802
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1182074
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