A novel approach to filter spam SMSs and Android application
| dc.contributor.author | Tunctan, Ozay | |
| dc.contributor.author | Kaya, Yilmaz | |
| dc.date.accessioned | 2024-12-24T19:23:54Z | |
| dc.date.available | 2024-12-24T19:23:54Z | |
| dc.date.issued | 2017 | |
| dc.department | Siirt Üniversitesi | |
| dc.description | 2017 International Artificial Intelligence and Data Processing Symposium (IDAP) -- SEP 16-17, 2017 -- Malatya, TURKEY | |
| dc.description.abstract | SMS is one of the most widely used service of mobile communication. However, an important part of this communication consists of unwanted messages called spam. In this study, a new approach for SMS spam filtering and an Android application of this approach is presented and developed. In this method, spam detection is performed based on changes of the UTF-8 values of the characters. The developed approach is tested on two different data sets and 94.64% and 98.85% success rates have been achieved, respectively. The obtained results demonstrate that the developed method can be successfully used. | |
| dc.description.sponsorship | IEEE Turkey Sect,Anatolian Sci | |
| dc.identifier.isbn | 978-1-5386-1880-6 | |
| dc.identifier.scopus | 2-s2.0-85039911906 | |
| dc.identifier.scopusquality | N/A | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12604/5743 | |
| dc.identifier.wos | WOS:000426868700105 | |
| dc.identifier.wosquality | N/A | |
| dc.indekslendigikaynak | Web of Science | |
| dc.indekslendigikaynak | Scopus | |
| dc.language.iso | tr | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 2017 International Artificial Intelligence and Data Processing Symposium (Idap) | |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.snmz | KA_20241222 | |
| dc.subject | SMS spam filtering | |
| dc.subject | shifted binary patterns | |
| dc.subject | feature extraction | |
| dc.subject | Android | |
| dc.title | A novel approach to filter spam SMSs and Android application | |
| dc.title.alternative | Spam SMS'lerin filtrelenmesinde için yeni bir yaklaşim ve Android Uygulamasi | |
| dc.type | Conference Object |
