Mostrar el registro sencillo del ítem
Finding association rules in semantic web data
dc.contributor.author | Nebot Romero, Victoria | |
dc.contributor.author | Berlanga Llavori, Rafael | |
dc.date.accessioned | 2013-05-27T11:39:53Z | |
dc.date.available | 2013-05-27T11:39:53Z | |
dc.date.issued | 2012-02 | |
dc.identifier.issn | 0950-7051 | |
dc.identifier.uri | http://hdl.handle.net/10234/64693 | |
dc.description.abstract | The amount of ontologies and semantic annotations available on the Web is constantly growing. This new type of complex and heterogeneous graph-structured data raises new challenges for the data mining community. In this paper, we present a novel method for mining association rules from semantic instance data repositories expressed in RDF/(S) and OWL. We take advantage of the schema-level (i.e. Tbox) knowledge encoded in the ontology to derive appropriate transactions which will later feed traditional association rules algorithms. This process is guided by the analyst requirements, expressed in the form of query patterns. Initial experiments performed on semantic data of a biomedical application show the usefulness and efficiency of the approach. | ca_CA |
dc.format.extent | 12 p. | ca_CA |
dc.language.iso | eng | ca_CA |
dc.publisher | Elsevier | ca_CA |
dc.relation.isPartOf | Knowledge-Based Systems, 25, 1 | ca_CA |
dc.rights | (c) 2011 Elsevier B.V. All rights reserved | ca_CA |
dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | * |
dc.subject | Semantic web | ca_CA |
dc.subject | Data mining | ca_CA |
dc.subject | Association rules | ca_CA |
dc.subject | Semantic annotation | ca_CA |
dc.subject | Biomedical application | ca_CA |
dc.title | Finding association rules in semantic web data | ca_CA |
dc.type | info:eu-repo/semantics/article | ca_CA |
dc.identifier.doi | http://dx.doi.org/10.1016/j.knosys.2011.05.009 | |
dc.rights.accessRights | info:eu-repo/semantics/restrictedAccess | ca_CA |
dc.relation.publisherVersion | http://www.sciencedirect.com/science/article/pii/S0950705111001031 | ca_CA |
Ficheros en el ítem
Ficheros | Tamaño | Formato | Ver |
---|---|---|---|
No hay ficheros asociados a este ítem. |
Este ítem aparece en la(s) siguiente(s) colección(ones)
-
LSI_Articles [362]
Articles de publicacions periòdiques escrits per professors del Departament de Llenguatges i Sistemes Informàtics