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dc.contributor.authorMuñoz, Emir
dc.contributor.authorHogan, Aidan
dc.contributor.authorMileo, Alessandra
dc.date.accessioned2016-09-14T14:44:22Z
dc.date.available2016-09-14T14:44:22Z
dc.date.issued2013
dc.identifier.citationMUÑOZ, Emir, HOGAN, Aidan and MILEO, Alessandra, 2013, Triplifying Wikipedia’s Tables. In : Proceedings of the Linked Data for Information Extraction Workshop (LD4IE 2013) at ISWC 2013. Sydney, Australia : CEUR-WS.org. 2013. CEUR Workshop Proceedingsen_IE
dc.identifier.issn1613-0073
dc.identifier.urihttp://hdl.handle.net/10379/6019
dc.description.abstractWe are currently investigating methods to triplify the content of Wikipedia's tables. We propose that existing knowledge-bases can be leveraged to semi-automatically extract high-quality facts (in the form of RDF triples) from tables embedded in Wikipedia articles (henceforth called \Wikitables"). We present a survey of Wikitables and their content in a recent dump of Wikipedia. We then discuss some ongoing work on using DBpedia to mine novel RDF triples from these tables: we present methods that automatically extract 24.4 million raw triples from the Wikitables at an estimated precision of 52.2%. We believe this precision can be (greatly) improved through machine learning methods and sketch ideas for features that should help classify (in)correct triples.en_IE
dc.description.sponsorshipThis paper was funded in part by Science Foundation Ireland under Grant No. SFI/08/CE/I1380 (Lion-2).en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherCEUR-WS.orgen_IE
dc.relation.ispartofLD4IE@ISWCen
dc.subjectWikipediaen_IE
dc.subjectTablesen_IE
dc.subjectData analyticsen_IE
dc.titleTriplifying Wikipedia's tablesen_IE
dc.typeWorkshop paperen_IE
dc.date.updated2016-09-13T13:25:25Z
dc.local.publishedsourcehttp://ceur-ws.org/Vol-1057/MunozEtAl_LD4IE2013.pdfen_IE
dc.description.peer-reviewedpeer-reviewed
dc.contributor.funder|~|1267872|~|
dc.internal.rssid6507321
dc.local.contactEmir Munoz, Deri, Ida Business Park, Lower Dangan, Nui Galway. - Email: e.munoz1@nuigalway.ie
dc.local.copyrightcheckedYes
dc.local.versionACCEPTED
nui.item.downloads76


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