Dot-to-Dot: Pre-reading Assessment of Literacy Risk via a Visual-Motor Mechanism on Touchscreen Devices

W Park, P Revés, A Esteves, JM Kerridge… - IFIP Conference on …, 2021 - Springer
While early identification of children with dyslexia is crucial, it is difficult to assess literacy
risks of these children early on before they learn to read. In this study, we expand early work …

[PDF][PDF] A digital interface to speed up learning to read in 1st-grade and to collect finger movement related to reading skills

VCL Nguyen, G Lio, T Perret, A Gomez, A Sirigu - 2022 - psyarxiv.com
Learning to read is a journey full of challenge for first-graders that can be hindered by
perceptual and attentional mechanisms. To alleviate some of these barriers, we tested a …

[PDF][PDF] Towards detecting dyslexia in children's handwriting using neural networks

K Spoon, D Crandall, K Siek - … on machine learning AI for social …, 2019 - katiespoon.github.io
Literacy is the most reliable indicator for future success (Ritchie & Bates, 2013). Dyslexia is a
learning disability that hinders a person's ability to read (Learning Disabilities Association of …

Using mobile technology for reading assessment

L Taxitari, C Cappa, M Ferro, C Marzi… - 2020 6th IEEE …, 2021 - ieeexplore.ieee.org
The enormous potential of Information and Communication Technologies (ICT) for
addressing critical educational issues is generally acknowledged, but its use in the …

Machine Learning-Based Dyslexia Detection Using Google Ml Kit: A Pilot Study

G Eroglu - Available at SSRN 4494658 - papers.ssrn.com
Dyslexia, a prevalent learning disorder impacting reading and writing abilities, poses
challenges for children. Existing dyslexia detection methods rely on standardized tests or …

Lexiland: A tablet-based universal screener for reading difficulties in the school context

C Zugarramurdi, L Fernández… - Journal of …, 2022 - journals.sagepub.com
Massive and timely screening of the student population for early signs of reading difficulties
is needed to implement timely effective remediation of these difficulties. However, traditional …

Designing a new puzzle app to target dyslexia screening in pre-readers

M Rauschenberger, C Lins, N Rousselle… - Proceedings of the 5th …, 2019 - dl.acm.org
Dyslexia is a widespread specific learning disorder, which can have a particularly negative
influence on the learning success of children. Early detection of dyslexia is the foundation for …

Detection of Dyslexic Children Using Machine Learning and Multimodal Hindi Language Eye-Gaze-Assisted Learning System

YK Meena, H Cecotti, B Bhushan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Children with dyslexia need specific instructions for spelling and word analysis from an early
age. It is important to provide appropriate tools using technology for writing aids to such …

Character alive: a tangible reading and writing system for Chinese children at-risk for dyslexia

M Fan, J Fan, AN Antle, S Jin, D Yin… - Extended Abstracts of the …, 2019 - dl.acm.org
This paper presents Character Alive, a tangible system designed to improve early Chinese
literacy acquisition for Mandarin-speaking children at-risk for dyslexia by enabling high-level …

Dyslexml: Screening tool for dyslexia using machine learning

T Asvestopoulou, V Manousaki, A Psistakis… - arXiv preprint arXiv …, 2019 - arxiv.org
Eye movements during text reading can provide insights about reading disorders. Via eye-
trackers, we can measure when, where and how eyes move with relation to the words they …