| dc.contributor.author | Karasoy, O. | |
| dc.contributor.author | Balli, S. | |
| dc.date.accessioned | 2020-11-20T16:45:43Z | |
| dc.date.available | 2020-11-20T16:45:43Z | |
| dc.date.issued | 2017 | |
| dc.identifier.isbn | 9781538609309 | |
| dc.identifier.uri | https://doi.org/10.1109/UBMK.2017.8093392 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12809/5503 | |
| dc.description | 2nd International Conference on Computer Science and Engineering, UBMK 2017, 5 October 2017 through 8 October 2017, , 132116 | en_US |
| dc.description.abstract | In this study, it was aimed to develop SMS (Short Message) classification application based on deep learning. By examining messages collected from different age groups and regions, feature labels that could be effective in classification were included in the message data set. After that, the model to be used in the classification was created through Word2Vec library. With this model, new features were extracted, test messages were classified and analyzed, and the results were discussed. © 2017 IEEE. | en_US |
| dc.item-language.iso | tur | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.item-rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Short Message | en_US |
| dc.subject | SMS Classification | en_US |
| dc.subject | SMS Filtering | en_US |
| dc.subject | Word2Vec | en_US |
| dc.title | Derin Öğrenme Araci Word2Vec ile Türkçe SMS Siniflandirma | en_US |
| dc.item-title.alternative | Classification Turkish SMS with deep learning tool Word2Vec [Derin Öğrenme Araci Word2Vec ile Türkçe SMS Siniflandirma] | en_US |
| dc.item-type | conferenceObject | en_US |
| dc.contributor.department | MÜ | en_US |
| dc.contributor.departmentTemp | Karasoy, O., Bilişim Sistemleri Mühendisliği Bölümü, Muğla Sitki Koçman Üniversitesi, Muğla, Turkey -- [Balli, S., Bilişim Sistemleri Mühendisliği Bölümü, Muğla Sitki Koçman Üniversitesi, Muğla, Turkey | en_US |
| dc.identifier.doi | 10.1109/UBMK.2017.8093392 | |
| dc.identifier.startpage | 294 | en_US |
| dc.identifier.endpage | 297 | en_US |
| dc.relation.journal | 2nd International Conference on Computer Science and Engineering, UBMK 2017 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
