A novel approach to morphological disambiguation for Turkish

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dc.authorid0000-0001-7754-2033
dc.authorid0000-0001-5838-4615
dc.contributor.authorGörgün, Onuren_US
dc.contributor.authorYıldız, Olcay Taneren_US
dc.date.accessioned2015-12-10T07:24:17Z
dc.date.available2015-12-10T07:24:17Z
dc.date.issued2012
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Computer Engineeringen_US
dc.description.abstractIn this paper, we propose a classification based approach to the morphological disambiguation for Turkish language. Due to complex morphology in Turkish, any word can get unlimited number of affixes resulting very large tag sets. The problem is defined as choosing one of parses of a word not taking the existing root word into consideration. We trained our model with well-known classifiers using WEKA toolkit and tested on a common test set. The best performance achieved is 95.61% by J48 Tree classifier.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationGörgün, O. & Yıldız, O. T. (2012). A novel approach to morphological disambiguation for Turkish. Paper presented at the Computer and Information Sciences II, 77-83. doi:10.1007/978-1-4471-2155-8-9en_US
dc.identifier.doi10.1007/978-1-4471-2155-8-9
dc.identifier.endpage83
dc.identifier.isbn9781447121558
dc.identifier.isbn9781447121541
dc.identifier.scopus2-s2.0-84887831503
dc.identifier.scopusqualityN/A
dc.identifier.startpage77
dc.identifier.urihttps://hdl.handle.net/11729/737
dc.identifier.urihttp://dx.doi.org/10.1007/978-1-4471-2155-8-9
dc.identifier.wosWOS:000398249500009
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakConference Proceedings Citation Index – Science (CPCI-S)en_US
dc.institutionauthorGörgün, Onuren_US
dc.institutionauthorYıldız, Olcay Taneren_US
dc.institutionauthorid0000-0001-7754-2033
dc.institutionauthorid0000-0001-5838-4615
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherSpringer-Verlagen_US
dc.relation.ispartofComputer and Information Sciences IIen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectComplex morphologyen_US
dc.subjectMorphological disambiguationen_US
dc.subjectTest setsen_US
dc.subjectTree classifiersen_US
dc.subjectTurkish languageen_US
dc.subjectTurkishsen_US
dc.subjectClassification (of information)en_US
dc.subjectLinguisticsen_US
dc.titleA novel approach to morphological disambiguation for Turkishen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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