Developing a Statistical Turkish Sign Language Translation System for Primary School Students

Basit Öğe Kaydı
dc.authorscopusid57195223252
dc.authorscopusid7006474609
dc.contributor.authorBuz, B.
dc.contributor.authorGungor, T.
dc.date.accessioned2024-07-18T20:17:10Z
dc.date.available2024-07-18T20:17:10Z
dc.date.issued2019
dc.descriptionBulgarian National Science Fund;Bulgarian Sectionen_US
dc.description2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019 -- 3 July 2019 through 5 July 2019 -- -- 150190en_US
dc.description.abstractAs the access to information in the education domain increases, new technologies are developing for school children. However, deaf and dumb children still have limited access to the information, especially in their school lives. One of the most important reasons for this problem is the lack of studies in the Sign Language domain. In this paper, we propose a novel method for translation from Turkish to Turkish Sign Language for primary school students using the statistical machine translation approach. To the best of our approach, this is the first work that applies statistical translation to Turkish Sign Language. A parallel corpus is compiled from the books published by Ministry of National Education of Turkey. The results of the system were tested using different evaluation metrics. We observe that the results obtained are motivating for new studies. © 2019 IEEE.en_US
dc.identifier.doi10.1109/INISTA.2019.8778246
dc.identifier.isbn9781728118628
dc.identifier.scopus2-s2.0-85070767056en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/INISTA.2019.8778246
dc.identifier.urihttps://hdl.handle.net/11411/6417
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofIEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNatural Language Processingen_US
dc.subjectSign Languageen_US
dc.subjectStatistical Machine Translationen_US
dc.subjectTurkishen_US
dc.subjectComputational Linguisticsen_US
dc.subjectComputer Aided Language Translationen_US
dc.subjectIntelligent Systemsen_US
dc.subjectNatural Language Processing Systemsen_US
dc.subjectTechnology Transferen_US
dc.subjectEducation Domainen_US
dc.subjectEvaluation Metricsen_US
dc.subjectNatural Language Processingen_US
dc.subjectParallel Corporaen_US
dc.subjectSign Languageen_US
dc.subjectStatistical Machine Translationen_US
dc.subjectStatistical Translationen_US
dc.subjectTurkishsen_US
dc.subjectStudentsen_US
dc.titleDeveloping a Statistical Turkish Sign Language Translation System for Primary School Studentsen_US
dc.typeConference Objecten_US

Dosyalar

Koleksiyon

Scopus Indexed Publications