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dc.contributor.authorAk, Koraytr_TR
dc.contributor.authorYıldız, Olcay Tanertr_TR
dc.date.accessioned2015-12-10T07:30:53Z
dc.date.available2015-12-10T07:30:53Z
dc.date.issued2011-09-28
dc.identifier.citationAk, K., & Yildiz, O. T. (2012). Unsupervised morphological analysis using tries. Paper presented at the 69-75. doi:10.1007/978-1-4471-2155-8-8en_US
dc.identifier.isbn9781447121558
dc.identifier.isbn9781447121541
dc.identifier.urihttp://hdl.handle.net/11729/739
dc.identifier.urihttp://dx.doi.org/10.1007/978-1-4471-2155-8_8
dc.description.abstractThis article presents an unsupervised morphological analysis algorithm to segment words into roots and affixes. The algorithm relies on word occurrences in a given dataset. Target languages are English, Finnish, and Turkish, but the algorithm can be used to segment any word from any language given the wordlists acquired from a corpus consisting of words and word occurrences. In each iteration, the algorithm divides words with respect to occurrences and constructs a new trie for the remaining affixes. Preliminary experimental results on three languages show that our novel algorithm performs better than most of the previous algorithms.en_US
dc.language.isoenen_US
dc.publisherSpringer Londonen_US
dc.relation.isversionof10.1007/978-1-4471-2155-8_8
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.sourceComputer and Information Sciences II - 26th International Symposium on Computer and Information Sciences, ISCIS 2011en_US
dc.subjectMorphologyen_US
dc.subjectUnsupervised learningen_US
dc.subjectWord decompositionen_US
dc.subjectFinnishen_US
dc.subjectMorphological analysisen_US
dc.subjectNovel algorithmen_US
dc.subjectTarget languageen_US
dc.subjectTurkishsen_US
dc.subjectAlgorithmsen_US
dc.subjectLinguisticsen_US
dc.subjectIterative methodsen_US
dc.titleUnsupervised morphological analysis using triesen_US
dc.typeconferenceObjecten_US
dc.description.versionPublisher's Versionen_US
dc.contributor.departmentIşık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümütr_TR
dc.contributor.departmentIsik University, Faculty of Engineering, Department of Computer Scienceen_US
dc.contributor.authorIDTR140898
dc.contributor.authorIDTR19848
dc.identifier.startpage69
dc.identifier.endpage75
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US


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