Original title: Discovering relationship between graphomotor difficulties and isochrony in childrens online handwriting
Authors: Gavenčiak, Michal ; Zvončák, Vojtěch ; Mekyska, Jiří
Document type: Papers
Language: eng
Publisher: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií
Abstract: Approximately 30–60 % of the time children spend in school is associated with handwriting. However, up to 30% of them experience graphomotor difficulties (GD), which lead to a decrease in their academic performance. Current GD diagnostic methods are not unified and show signs of subjectivity which can lead to misdiagnosis. This paper proposes novel handwriting features based on movement isochorny that enable computerised assessment of GD with approximately 20 % error.
Keywords: Developmental dysgraphia, Graphomotor difficulties, XGBoost, Isochrony, Handwriting analysis
Host item entry: Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers, ISBN 978-80-214-6030-0

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/208651

Permalink: http://www.nusl.cz/ntk/nusl-511920


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Universities and colleges > Public universities > Brno University of Technology
Conference materials > Papers