An experimental evaluation of prior polarities in sentiment lexicons

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dc.authorid0009-0003-9031-1485
dc.authorid0000-0002-8448-9987
dc.contributor.authorKanburoğlu, Ali Buğraen_US
dc.contributor.authorSolak, Ercanen_US
dc.date.accessioned2019-04-02T02:53:23Z
dc.date.available2019-04-02T02:53:23Z
dc.date.issued2017
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Computer Engineeringen_US
dc.description.abstractWe present the results of an experiment to assess the validity of prior polarities available in sentiment lexicons. We designed a ranking task that was elicited through pairwise comparisons and compared the results to those predicted by two popular sentiment lexicons. We find that the experiment results show a moderate level of agreement between the lexicons and human judgments.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationKanburoğlu, A. B. & Solak, E. (2017). An experimental evaluation of prior polarities in sentiment lexicons. Paper presented at the 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 2017, 389-392. doi:10.1109/ICDMW.2017.56en_US
dc.identifier.doi10.1109/ICDMW.2017.56
dc.identifier.endpage392
dc.identifier.isbn9781538638002
dc.identifier.issn2375-9232
dc.identifier.scopus2-s2.0-85044065766
dc.identifier.scopusqualityN/A
dc.identifier.startpage389
dc.identifier.urihttps://hdl.handle.net/11729/1519
dc.identifier.urihttp://dx.doi.org/10.1109/ICDMW.2017.56
dc.identifier.wosWOS:000425845700051
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakConference Proceedings Citation Index – Science (CPCI-S)en_US
dc.institutionauthorKanburoğlu, Ali Buğraen_US
dc.institutionauthorSolak, Ercanen_US
dc.institutionauthorid0009-0003-9031-1485
dc.institutionauthorid0000-0002-8448-9987
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherIEEEen_US
dc.relation.ispartof2017 IEEE International Conference on Data Mining Workshops (ICDMW)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSentiment analysisen_US
dc.subjectCorrelationen_US
dc.subjectConferencesen_US
dc.subjectPipelinesen_US
dc.subjectData miningen_US
dc.subjectElectronic mailen_US
dc.subjectInformation retrievalen_US
dc.subjectExperimental evaluationen_US
dc.subjectPrior polaritiesen_US
dc.subjectRanking tasken_US
dc.subjectPairwise comparisonsen_US
dc.subjectSentiment lexiconsen_US
dc.titleAn experimental evaluation of prior polarities in sentiment lexiconsen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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