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Supporting data integration tasks with semi-automatic ontology construction
dc.contributor.author | Touma, Rizkallah |
dc.contributor.author | Romero Moral, Óscar |
dc.contributor.author | Jovanovic, Petar |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Serveis i Sistemes d'Informació |
dc.date.accessioned | 2016-02-10T12:58:30Z |
dc.date.issued | 2015 |
dc.identifier.citation | Touma, R., Romero, O., Jovanovic, P. Supporting data integration tasks with semi-automatic ontology construction. A: International Workshop On Data Warehousing and OLAP. "Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP, DOLAP 2015, Melbourne, VIC, Australia, October 19-23, 2015". Melbourne: Association for Computing Machinery (ACM), 2015, p. 89-98. |
dc.identifier.isbn | 978-1-4503-3785-4 |
dc.identifier.uri | http://hdl.handle.net/2117/82774 |
dc.description.abstract | Data integration aims to facilitate the exploitation of heterogeneous data by providing the user with a unified view of data residing in different sources. Currently, ontologies are commonly used to represent this unified view in terms of a global target schema due to their flexibility and expressiveness. However, most approaches still assume a predefined target schema and focus on generating the mappings between this schema and the sources. In this paper, we propose a solution that supports data integration tasks by employing semi-automatic ontology construction to create a target schema on the fly. To that end, we revisit existing ontology extraction, matching and merging techniques and integrate them into a single end-to-end system. Moreover, we extend the used techniques with the automatic generation of mappings between the extracted ontologies and the underlying data sources. Finally, to demonstrate the usefulness of our solution, we integrate it with an independent data integration system. |
dc.format.extent | 10 p. |
dc.language.iso | eng |
dc.publisher | Association for Computing Machinery (ACM) |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades |
dc.subject.lcsh | Data warehousing |
dc.subject.lcsh | Database design |
dc.subject.other | Information systems |
dc.subject.other | Data management systems |
dc.subject.other | Information systems applications |
dc.subject.other | Information integration |
dc.subject.other | Database design and models |
dc.subject.other | Decision support systems |
dc.subject.other | Data warehouses |
dc.title | Supporting data integration tasks with semi-automatic ontology construction |
dc.type | Conference report |
dc.subject.lemac | Gestor de dades |
dc.subject.lemac | Bases de dades -- Disseny |
dc.contributor.group | Universitat Politècnica de Catalunya. MPI - Modelització i Processament de la Informació |
dc.identifier.doi | 10.1145/2811222.2811228 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://doi.acm.org/10.1145/2811222.2811228 |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 17405951 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Touma, R.; Romero, O.; Jovanovic, P. |
local.citation.contributor | International Workshop On Data Warehousing and OLAP |
local.citation.pubplace | Melbourne |
local.citation.publicationName | Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP, DOLAP 2015, Melbourne, VIC, Australia, October 19-23, 2015 |
local.citation.startingPage | 89 |
local.citation.endingPage | 98 |