Název:
Discovering relationship between graphomotor difficulties and isochrony in childrens online handwriting
Autoři:
Gavenčiak, Michal ; Zvončák, Vojtěch ; Mekyska, Jiří Typ dokumentu: Příspěvky z konference
Jazyk:
eng
Nakladatel: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií
Abstrakt:
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.
Klíčová slova:
Developmental dysgraphia, Graphomotor difficulties, XGBoost, Isochrony, Handwriting analysis Zdrojový dokument: Proceedings II of the 28st Conference STUDENT EEICT 2022: Selected papers, ISBN 978-80-214-6030-0
Instituce: Vysoké učení technické v Brně
(web)
Informace o dostupnosti dokumentu:
Plný text je dostupný v Digitální knihovně VUT. Původní záznam: http://hdl.handle.net/11012/208651