Data integration driven ontology design, case study smart city
| Autor: | Andreas Nolle, German Nemirovski, Vincenzo Corado, Ilaria Ballarini, Álvaro Sicilia |
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| Předmět: |
DL-Lite family
Knowledge management business.industry Computer science Process ontology Ontology-based data integration Suggested Upper Merged Ontology Description Logic Ontology (information science) computer.software_genre Ontology Design Ontology Mapping Data integration Semantic Web Upper ontology Semantic integration business Software engineering Ontology alignment computer |
| Zdroj: | Scopus-Elsevier WIMS |
| Popis: | Methods to design of formal ontologies have been in focus of research since the early nineties when their importance and conceivable practical application in engineering sciences had been understood. However, often significant customization of generic methodologies is required when they are applied in tangible scenarios. In this paper, we present a methodology for ontology design developed in the context of data integration. In this scenario, a targeting ontology is applied as a mediator for distinct schemas of individual data sources and, furthermore, as a reference schema for federated data queries. The methodology has been used and evaluated in a case study aiming at integration of buildings' energy and carbon emission related data. We claim that we have made the design process much more efficient and that there is a high potential to reuse the methodology. |
| Databáze: | OpenAIRE |
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