dc.contributor.author | Ak, Koray | en_US |
dc.contributor.author | Yıldız, Olcay Taner | en_US |
dc.date.accessioned | 2015-12-10T07:30:53Z | |
dc.date.available | 2015-12-10T07:30:53Z | |
dc.date.issued | 2012 | |
dc.identifier.citation | Ak, K. & Yıldız, O. T. (2012). Unsupervised morphological analysis using tries. Paper presented at the Computer and Information Sciences II, 69-75. doi:10.1007/978-1-4471-2155-8_8 | en_US |
dc.identifier.isbn | 9781447121558 | |
dc.identifier.isbn | 9781447121541 | |
dc.identifier.uri | https://hdl.handle.net/11729/739 | |
dc.identifier.uri | http://dx.doi.org/10.1007/978-1-4471-2155-8_8 | |
dc.description.abstract | This 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.iso | eng | en_US |
dc.publisher | Springer London | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Morphology | en_US |
dc.subject | Unsupervised learning | en_US |
dc.subject | Word decomposition | en_US |
dc.subject | Finnish | en_US |
dc.subject | Morphological analysis | en_US |
dc.subject | Novel algorithm | en_US |
dc.subject | Target language | en_US |
dc.subject | Turkishs | en_US |
dc.subject | Algorithms | en_US |
dc.subject | Linguistics | en_US |
dc.subject | Iterative methods | en_US |
dc.title | Unsupervised morphological analysis using tries | 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 | 0000-0001-5838-4615 | |
dc.identifier.startpage | 69 | |
dc.identifier.endpage | 75 | |
dc.peerreviewed | Yes | en_US |
dc.publicationstatus | Published | en_US |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
dc.contributor.institutionauthor | Ak, Koray | 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:000398249500008 | |