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dc.creatorCimmino Arriaga, Andrea Jesúses
dc.creatorCorchuelo Gil, Rafaeles
dc.date.accessioned2023-03-27T11:41:49Z
dc.date.available2023-03-27T11:41:49Z
dc.date.issued2018-07
dc.identifier.citationCimmino Arriaga, A.J. y Corchuelo Gil, R. (2018). On Feeding Business Systems with Linked Resources from the Web of Data. En 21st International Conference: Business Information Systems (BIS 2018) (307-320), Berlin, Germany: Springer.
dc.identifier.isbn978-3-319-93930-8 (impreso)es
dc.identifier.isbn978-3-319-93931-5 (online)es
dc.identifier.urihttps://hdl.handle.net/11441/143591
dc.description.abstractBusiness systems that are fed with data from the Web of Data require transparent interoperability. The Linked Data principles establish that different resources that represent the same real-world entities must be linked for such purpose. Link rules are paramount to transparent interoperability since they produce the links between resources. State-of-the-art link rules are learnt by genetic programming and build on comparing the values of the attributes of the resources. Unfortunately, this approach falls short in cases in which resources have similar values for their attributes, but represent different real-world entities. In this paper, we present a proposal that leverages a genetic programming that learns link rules and an ad-hoc filtering technique that boosts them to decide whether the links that they produce must be selected or not. Our analysis of the literature reveals that our approach is novel and our experimental analysis confirms that it helps improve the F1 score by increasing precision without a significant penalty on recall.es
dc.description.sponsorshipMinisterio de Economía y Competitividad TIN2013-40848-Res
dc.description.sponsorshipMinisterio de Economía y Competitividad TIN2016- 75394-Res
dc.formatapplication/pdfes
dc.format.extent14es
dc.language.isoenges
dc.publisherSpringeres
dc.relation.ispartof21st International Conference: Business Information Systems (BIS 2018) (2018), pp. 307-320.
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.titleOn Feeding Business Systems with Linked Resources from the Web of Dataes
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dcterms.identifierhttps://ror.org/03yxnpp24
dc.type.versioninfo:eu-repo/semantics/publishedVersiones
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.contributor.affiliationUniversidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticoses
dc.relation.projectIDTIN2013-40848-Res
dc.relation.projectIDTIN2016- 75394-Res
dc.relation.publisherversionhttps://link.springer.com/chapter/10.1007/978-3-319-93931-5_22es
dc.identifier.doi10.1007/978-3-319-93931-5_22es
dc.publication.initialPage307es
dc.publication.endPage320es
dc.eventtitle21st International Conference: Business Information Systems (BIS 2018)es
dc.eventinstitutionBerlin, Germanyes
dc.relation.publicationplaceCham, Germanyes
dc.contributor.funderMinisterio de Economía y Competitividad (MINECO). Españaes

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