dc.contributor.author | Görgün, Onur | en_US |
dc.contributor.author | Yıldız, Olcay Taner | en_US |
dc.date.accessioned | 2015-12-10T07:24:17Z | |
dc.date.available | 2015-12-10T07:24:17Z | |
dc.date.issued | 2012 | |
dc.identifier.citation | Görgün, 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:10.1007/978-1-4471-2155-8-9 | en_US |
dc.identifier.isbn | 9781447121558 | |
dc.identifier.isbn | 9781447121541 | |
dc.identifier.uri | https://hdl.handle.net/11729/737 | |
dc.identifier.uri | http://dx.doi.org/10.1007/978-1-4471-2155-8_9 | |
dc.description.abstract | In 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.language.iso | eng | en_US |
dc.publisher | Springer-Verlag | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Complex morphology | en_US |
dc.subject | Morphological disambiguation | en_US |
dc.subject | Test sets | en_US |
dc.subject | Tree classifiers | en_US |
dc.subject | Turkish language | en_US |
dc.subject | Turkishs | en_US |
dc.subject | Classification (of information) | en_US |
dc.subject | Linguistics | en_US |
dc.title | A novel approach to morphological disambiguation for Turkish | en_US |
dc.type | conferenceObject | en_US |
dc.description.version | Publisher's Version | en_US |
dc.relation.journal | Computer and Information Sciences II | en_US |
dc.contributor.department | Işık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | en_US |
dc.contributor.department | Işık University, Faculty of Engineering, Department of Computer Engineering | en_US |
dc.contributor.authorID | 0000-0001-7754-2033 | |
dc.contributor.authorID | 0000-0001-5838-4615 | |
dc.identifier.startpage | 77 | |
dc.identifier.endpage | 83 | |
dc.peerreviewed | Yes | en_US |
dc.publicationstatus | Published | en_US |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
dc.contributor.institutionauthor | Görgün, Onur | en_US |
dc.contributor.institutionauthor | Yıldız, Olcay Taner | en_US |
dc.relation.index | WOS | en_US |
dc.relation.index | Scopus | en_US |
dc.relation.index | Conference Proceedings Citation Index – Science (CPCI-S) | en_US |
dc.description.wosid | WOS:000398249500009 | |