dc.creator | Blanco, Raquel | es |
dc.creator | González Enríquez, José | es |
dc.creator | Domínguez Mayo, Francisco José | es |
dc.creator | Escalona Cuaresma, María José | es |
dc.creator | Tuya, Javier | es |
dc.date.accessioned | 2019-02-26T11:06:57Z | |
dc.date.available | 2019-02-26T11:06:57Z | |
dc.date.issued | 2018 | |
dc.identifier.citation | Blanco, R., González Enriquez, J., Domínguez Mayo, F.J., Escalona Cuaresma, M.J. y Tuya, J. (2018). Early Integration Testing for Entity Reconciliation in the Context of Heterogeneous Data Sources. IEEE Transactions on Reliability, 67 (2), 538-556. | |
dc.identifier.issn | 0018-9529 | es |
dc.identifier.uri | https://hdl.handle.net/11441/83474 | |
dc.description.abstract | Entity reconciliation (ER) aims to combine data from
different sources for a unified vision. The management of large
volumes of data has given rise to significant challenges to the ER
problem due to facts such as data becoming more unstructured, unclean,
and incomplete or the existence of many datasets that store
information about the same topic. Testing the applications that implement
the ER problem is crucial to ensure both the correctness
of the reconciliation process and the quality of the reconciled data.
This paper presents an approach based on model-driven engineering
that allows the creation of test models for the early integration
testing of ER applications, contributing in three main aspects: the
description of the elements of the proposed framework, the definition
of the testing model, and the validation of the proposal
through two real-world case studies. This validation verifies that
the early integration testing of the ER application is capable of
detecting a series of deficiencies, which a priori are not known and
that will help to improve the final result that the ER application
offers. | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIN2013-46928-C3-1-R | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIN2013-46928-C3-3-R | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIN2016-76956-C3-1-R | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIN2016-76956-C3-2-R | es |
dc.description.sponsorship | Ministerio de Ciencia y Tecnología TIN2015-71938-REDT | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | IEEE Computer Society | es |
dc.relation.ispartof | IEEE Transactions on Reliability, 67 (2), 538-556. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Early testing | es |
dc.subject | Entity reconciliation | es |
dc.subject | Heterogeneous data sources | es |
dc.subject | Model-driven engineering | es |
dc.subject | Software testing | es |
dc.subject | Specification-based testing | es |
dc.title | Early Integration Testing for Entity Reconciliation in the Context of Heterogeneous Data Sources | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.relation.projectID | TIN2013-46928-C3-1-R | es |
dc.relation.projectID | TIN2013-46928-C3-3-R | es |
dc.relation.projectID | TIN2016-76956-C3-1-R | es |
dc.relation.projectID | TIN2016-76956-C3-2-R | es |
dc.relation.projectID | TIN2015-71938-REDT | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/abstract/document/8320955 | es |
dc.identifier.doi | 10.1109/TR.2018.2809866 | es |
idus.format.extent | 19 | es |
dc.journaltitle | IEEE Transactions on Reliability | es |
dc.publication.volumen | 67 | es |
dc.publication.issue | 2 | es |
dc.publication.initialPage | 538 | es |
dc.publication.endPage | 556 | es |