Detailed Information on Publication Record
2024
ETDD70: Eye-Tracking Dyslexia Dataset
DOSTÁLOVÁ, Nicol, Roman ŠVAŘÍČEK, Jan SEDMIDUBSKÝ, Wolf CULEMANN, Čeněk ŠAŠINKA et. al.Basic information
Original name
ETDD70: Eye-Tracking Dyslexia Dataset
Authors
DOSTÁLOVÁ, Nicol (203 Czech Republic, belonging to the institution), Roman ŠVAŘÍČEK (203 Czech Republic, guarantor, belonging to the institution), Jan SEDMIDUBSKÝ (203 Czech Republic), Wolf CULEMANN (276 Germany), Čeněk ŠAŠINKA (203 Czech Republic, belonging to the institution), Pavel ZEZULA (203 Czech Republic) and Jiří ČENĚK (203 Czech Republic)
Edition
2024
Other information
Language
English
Type of outcome
Projekty výzkumu a vývoje
Field of Study
50300 5.3 Education
Country of publisher
Czech Republic
Confidentiality degree
není předmětem státního či obchodního tajemství
References:
Organization unit
Faculty of Arts
Keywords in English
dyslexia; eye-tracking; dataset
Změněno: 9/9/2024 11:24, Mgr. Roman Švaříček, Ph.D.
Abstract
V originále
The ETDD70 dataset comprises eye-tracking recordings from 70 Czech participants, equally divided into dyslexic and non-dyslexic readers, all aged 9–10 years. The dataset captures eye movements during three text-reading tasks in Czech: syllable reading (Task 1), meaningful text reading (Task 4), and pseudo-text reading (Task 5). This dataset is the result of the project “Diagnostics of Dyslexia Using Eye-Tracking and Artificial Intelligence” conducted by our research team. The project aims to leverage artificial intelligence tools and advanced technical equipment (eye tracking) to more effectively diagnose dyslexia, one of the most common specific learning disorders, and thereby significantly improve re-education strategies for dyslexic students. The primary goal is to develop models that accurately distinguish between dyslexic and non-dyslexic readers based on eye movement patterns recorded during these tasks. Data collection took place between October 2022 and August 2023, adhering to ethical standards. The project was approved by the Research Ethics Committee of Masaryk University in Brno, Czech Republic.
Links
| TL05000177, research and development project |
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