Publication: Machine Learning Based Interactive Drawing Platform
| dc.authorscopusid | 57190738698 | |
| dc.authorscopusid | 22953804000 | |
| dc.contributor.author | Kural, O.E. | |
| dc.contributor.author | Kilic, E. | |
| dc.date.accessioned | 2025-12-10T23:38:51Z | |
| dc.date.issued | 2017 | |
| dc.department | Ondokuz Mayıs Üniversitesi | en_US |
| dc.department-temp | [Kural] Oǧuz Emre, Bilgisayar Mühendisliǧi Bölümü, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Kilic] Erdal, Bilgisayar Mühendisliǧi Bölümü, Ondokuz Mayis Üniversitesi, Samsun, Turkey | en_US |
| dc.description.abstract | In this study, supporting mobile application based on machine learning in which the children can do drawing studies on basic geometric shapes is developed. Some feedback is provided to support the drawing of the children by creating a drawing platform in application. 5-class dataset consisting of straight line, triangle, rectangle, circle and ellipse shapes was created by choosing 6-8 years old children as target group for the study. Drawing data that classified with support vector machines were graded with Hausdorff distance criteria. Feedback messages supporting the drawing phases were generated according to the obtained grades. © 2017 IEEE. | en_US |
| dc.identifier.doi | 10.1109/SIU.2017.7960668 | |
| dc.identifier.isbn | 9781509064946 | |
| dc.identifier.scopus | 2-s2.0-85026307264 | |
| dc.identifier.scopusquality | N/A | |
| dc.identifier.uri | https://doi.org/10.1109/SIU.2017.7960668 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12712/36042 | |
| dc.identifier.wosquality | N/A | |
| dc.language.iso | tr | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | -- 25th Signal Processing and Communications Applications Conference, SIU 2017 -- 2017-05-15 through 2017-05-18 -- Antalya -- 128703 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | (Modified) Hausdorff Distance | en_US |
| dc.subject | Hand Drawing Shape Recognition | en_US |
| dc.subject | Mobile Learning | en_US |
| dc.subject | Support Vector Machine | en_US |
| dc.title | Machine Learning Based Interactive Drawing Platform | en_US |
| dc.title.alternative | Makine Öğrenimi Temelli İnteraktif Çizim Platformu | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication |