This study introduces ARTIS, an AI-powered interface aimed at enhancing text comprehension in children with language and learning disorders and deficits. Leveraging neuro-psycholinguistic models, ARTIS offers personalized practice at varying difficulty levels, targeting specific linguistic components of text processing. Through AI algorithms, ARTIS autonomously extracts keywords, associates them with pictograms, identifies complex words, generates semantic networks, and proposes exercises on grammatical components. By automating cognitive processes and providing tailored interventions, ARTIS represents a significant advancement in promoting inclusive hybrid speech and language therapy practices, and improving text comprehension skills in children with special educational needs.

ARTIS: a digital interface to promote the rehabiliatation of text comprehension difficulties through Artificial Intelligence / Galletti, Martina; Pasqua, Eleonora; Calanca, Manuela; Marchesi, Caterina; Tomaiuoli, Donatella; Nardi, Daniele. - (2024). (Intervento presentato al convegno Ital-IA 2024: 4th National Conference on Artificial Intelligence, organized by CINI, May 29-30, 2024, Naples, Italy tenutosi a Naples, Italy).

ARTIS: a digital interface to promote the rehabiliatation of text comprehension difficulties through Artificial Intelligence

Martina Galletti;Eleonora Pasqua;Donatella Tomaiuoli;Daniele Nardi
2024

Abstract

This study introduces ARTIS, an AI-powered interface aimed at enhancing text comprehension in children with language and learning disorders and deficits. Leveraging neuro-psycholinguistic models, ARTIS offers personalized practice at varying difficulty levels, targeting specific linguistic components of text processing. Through AI algorithms, ARTIS autonomously extracts keywords, associates them with pictograms, identifies complex words, generates semantic networks, and proposes exercises on grammatical components. By automating cognitive processes and providing tailored interventions, ARTIS represents a significant advancement in promoting inclusive hybrid speech and language therapy practices, and improving text comprehension skills in children with special educational needs.
2024
Ital-IA 2024: 4th National Conference on Artificial Intelligence, organized by CINI, May 29-30, 2024, Naples, Italy
Natural Language Processing, Text comprehension, Language and learning disorders, Speech and Language Therapy
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
ARTIS: a digital interface to promote the rehabiliatation of text comprehension difficulties through Artificial Intelligence / Galletti, Martina; Pasqua, Eleonora; Calanca, Manuela; Marchesi, Caterina; Tomaiuoli, Donatella; Nardi, Daniele. - (2024). (Intervento presentato al convegno Ital-IA 2024: 4th National Conference on Artificial Intelligence, organized by CINI, May 29-30, 2024, Naples, Italy tenutosi a Naples, Italy).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1717832
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