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dc.contributor.authorAldarra, Suad
dc.contributor.authorMuñoz, Emir
dc.date.accessioned2016-09-15T13:01:32Z
dc.date.available2016-09-15T13:01:32Z
dc.date.issued2015
dc.identifier.citationAldarra, Suad, & Muñoz, Emir (2015). A Linked Data-Based Decision Tree Classifier to Review Movies. Paper presented at the Know@LOD 2015, 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015), Portoroz, Slovenia. http://ceur-ws.org/Vol-1365/paper10.pdfen_IE
dc.identifier.issn1613-0073
dc.identifier.urihttp://hdl.handle.net/10379/6023
dc.description.abstractIn this paper, we describe our contribution to the 2015 Linked Data Mining Challenge. The proposed task is concerned with the prediction of review of movies as good or bad , as does Metacritic website based on critics reviews. First we describe the sources used to build the training data. Although, several sources provide data about movies on the Web in different formats including RDF, data from HTML pages had to be gathered to fulfill some of our features. We then describe our experiment training a decision tree model on 241 features derived from our RDF knowledge base, achieving an accuracy of 0.94.en_IE
dc.description.sponsorshipThis work has been supported by KI2NA project funded by Fujitsu Laboratories Limited and Insight Centre for Data Analytics at NUI Galway.en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherCEUR-WS.orgen_IE
dc.relation.ispartofKnow@LODen
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Ireland
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/3.0/ie/
dc.subjectData analyticsen_IE
dc.subjectLinked dataen_IE
dc.subjectMoviesen_IE
dc.subjectFilmen_IE
dc.subjectDecision tree classifieren_IE
dc.titleA linked data-based decision tree classifier to review moviesen_IE
dc.typeWorkshop paperen_IE
dc.date.updated2016-09-15T11:13:37Z
dc.local.publishedsourcehttp://ceur-ws.org/Vol-1365/paper10.pdfen_IE
dc.description.peer-reviewedpeer-reviewed
dc.contributor.funder|~|1267880|~|
dc.internal.rssid11398952
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.downloads245


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Attribution-NonCommercial-NoDerivs 3.0 Ireland
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivs 3.0 Ireland