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Semantic Mappings in Description Logics for Spatio-Temporal Database Schema Integration

Abstract : The interoperability problem arises in heterogeneous systems where different data sources coexist and there is a need for meaningful information sharing. One of the most representive realms of diversity of data representation is the spatio-temporal domain. Spatio-temporal data are most often described according to multiple and greatly diverse perceptions or viewpoints, using different terms and with heterogeneous levels of detail. Reconciling this heterogeneity to build a fully integrated database is known to be a complex and currently unresolved problem, and few formal approaches exist for the integration of spatio-temporal databases. The paper discusses the interoperation issue in the context of conceptual schema integration. Our proposal relies on two well-known formalisms: conceptual models and description logics. The MADS con- ceptual model with its multiple representation capabilities allows to fully describe semantics of the initial and integrated spatio-temporal schemas. Description logics are used to express the set of inter-schema mappings. Inference mechanisms of description logics allow us to check the com- patibility of the semantic mappings and to propose different structural solutions for the integrated schema.
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https://hal-supelec.archives-ouvertes.fr/hal-00263975
Contributor : Evelyne Faivre <>
Submitted on : Thursday, March 13, 2008 - 4:17:52 PM
Last modification on : Tuesday, June 30, 2020 - 4:04:07 PM

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  • HAL Id : hal-00263975, version 1

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Anastasiya Sotnykova, Christelle Vangenot, Nadine Cullot, Nacéra Bennacer Seghouani, Marie-Aude Aufaure. Semantic Mappings in Description Logics for Spatio-Temporal Database Schema Integration. Journal on Data Semantics, Springer, 2005, 3534, pp.143-167. ⟨hal-00263975⟩

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