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Communication Dans Un Congrès Année : 2010

Ontology-Driven Possibilistic Reference Fusion

Résumé

It often happens that different references (i.e. data descriptions), possibly coming from different heterogeneous data sources, concern the same real world entity. In such cases, it is necessary: (i) to detect, through reconciliation methods, whether different data descriptions refer to the same real world entity and (ii) to fuse them into a unique representation. Here we assume the reference reconciliation is solved, and we propose a fusion method based on possibility theory, able to cope with uncertainty and with ontological knowledge. An imple- mentation using W3C standards is provided. Rising from the fusion process, an ontology enrichment procedure is proposed to complete the global ontology.
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Dates et versions

inria-00519677 , version 1 (21-09-2010)

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  • HAL Id : inria-00519677 , version 1

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Fatiha Saïs, Rallou Thomopoulos, Sébastien Destercke. Ontology-Driven Possibilistic Reference Fusion. OTM/ODBASE'2010: 9th International Conference on Ontologies, DataBases, and Applications of Semantics, Oct 2010, Crete, Greece. pp.1081-1098. ⟨inria-00519677⟩
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