Exploring the Contribution of Isochrony-based Features to Computerized Assessment of Handwriting Disabilities
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F22%3APU146670" target="_blank" >RIV/00216305:26220/22:PU146670 - isvavai.cz</a>
Alternative codes found
RIV/00216224:14210/22:00129226
Result on the web
<a href="https://ieeexplore.ieee.org/document/9851254" target="_blank" >https://ieeexplore.ieee.org/document/9851254</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TSP55681.2022.9851254" target="_blank" >10.1109/TSP55681.2022.9851254</a>
Alternative languages
Result language
angličtina
Original language name
Exploring the Contribution of Isochrony-based Features to Computerized Assessment of Handwriting Disabilities
Original language description
Approximately 30–60 % of the time children spend in school is associated with handwriting. However, up to 30 % of them experience handwriting disabilities (HD), which lead to a decrease in their academic performance. Current HD assessment methods are not unified and show signs of subjectivity which can lead to misdiagnosis. The aim of this paper is to propose a new approach to objective HD assessment based on the principle of movement isochrony. For this purpose, we used a database of 137 children attending a primary school, who performed a transcription and dictation task, and who were associated with a BHK (Concise Evaluation Scale for Children’s Handwriting) score. Employing a machine learning model, we were able to estimate this score with 18 % error. An interpretation of the model suggests that the isochrony-based features could bring new benefits to the objective assessment of HD.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2022 45th International Conference on Telecommunications and Signal Processing (TSP)
ISBN
978-1-6654-6948-7
ISSN
—
e-ISSN
—
Number of pages
5
Pages from-to
355-359
Publisher name
IEEE
Place of publication
neuveden
Event location
Prague
Event date
Jul 13, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—