Vloga umetne inteligence pri podpori učencem z disleksijo, ki se učijo tujega jezika

Avtorji

  • Bisera Kostadinovska-Stojchevska Faculty of Education – Bitola, University “St. Kliment Ohridski” – Bitola, North Macedonia
  • Elena Shalevska Faculty of Education – Bitola, University “St. Kliment Ohridski” – Bitola, North Macedonia https://orcid.org/0000-0002-3270-7137

DOI:

https://doi.org/10.55707/ds-po.v39i3-4.149

Ključne besede:

disleksija, umetna inteligenca, učenje jezikov, inkluzivno izobraževanje

Povzetek

Ta kvalitativna raziskava raziskuje transformativni potencial umetne inteligence (AI) pri izboljšanju učenja jezikov za učence z disleksijo. Da bi to dosegli, se s študijo poglobimo v obstoječo literaturo, da bi razumeli izzive, s katerimi se soočajo učenci z disleksijo, in prihajajočo vlogo AI pri reševanju teh izzivov. Nato prispevek poudarja tri inovativne načine, kako se lahko AI vključi v jezikovno učilnico za podporo učencem z disleksijo: 1) AI kot pomočnik pri pisanju, ki uporablja kontekstne namige za pomoč pri lektoriranju in izboljšanju pisanja učencev; 2) AI kot pomočnik pri pretvarjanju besedila v govor, ki zagotavlja slušno podporo pri nalogah branja in razumevanja; in 3) AI kot orodje za vadbo ciljnega besedišča, kjer AI ustvarja prilagojene vaje, ki učencem omogočajo obvladovanje ključnega besedišča. Vsak predlog je natančno preučen glede na njegove praktične posledice, koristi in morebitne omejitve, kar zagotavlja uravnotežen pogled na integracijo AI v izobraževalnih okoljih. Članek želi prispevati k diskurzu o tehnologiji kot načinu za doseganje boljšega učnega okolja za študente z disleksijo.

Literatura

Almgren Bäck, G., Lindeblad, E., Elmqvist, C., & Svensson, I. (2023). Dyslexic students' experiences in using assistive technology to support written language skills: a five-year follow-up. Disability and Rehabilitation: Assistive Technology, 19(4), 1217–1227. https://doi.org/10.1080/17483107.2022.2161647

Botchu, B., Karthikeyan. P. I., & Botchu, R. (2023). Can ChatGPT empower people with dyslexia? Disability and Rehabilitation: Assistive Technology. Advance online publication. https://doi.org/10.1080/17483107.2023.2256805

Bonifacci, P., Colombini, E., Marzocchi, M., Tobia, V., & Desideri, L. (2022). Text-to-speech applications to reduce mind wandering in students with dyslexia. Journal of Computer Assisted Learning, 38(2), 440–454. https://doi.org/10.1111/jcal.12624

Cain, K., Oakhill, J., & Bryant, P. (2004). Children’s reading comprehension ability: concurrent prediction by working memory, verbal ability, and component skills. Journal of Educational Psychology, 96(1), 31–42. https://doi.org/10.1037/0022-0663.96.1.31

Derbyshire, E. (2023). Dyslexia and artificial intelligence. BERA.

Erjavec, K. (2012). Facebook in informalno učenje slovenskih dijakov. Didactica Slovenica – Pedagoška obzorja, 27(3–4), 99–116.

Francis, D. A., Caruana, N., Hudson, J. L., & McArthur, G. M. (2019). The association between poor reading and internalizing problems: A systematic review and meta-analysis. Clinical Psychology Review, 67, 45–60. https://doi.org/10.1016/j.cpr.2018.09.002

Gilbert, B., Stubblefield, J., Qualls, J., Huang, X., Pait, A., Yanowitz, K., Hays, A., Richmond, E., Parker, L., & Washington, T. (2023). Dyslexia and AI: The use of artificial intelligence to identify and create font to improve reading ability of individuals with dyslexia. In E. Langran, P. Christensen, & J. Sanson (Eds.), Proceedings of society for information technology & teacher education international conference (pp. 856–865). Association for the Advancement of Computing in Education (AACE). Retrieved from: https://www.learntechlib.org/p/221937/ on 26.1.24

Harl, B. (2021). Povezanost računalniško podprtih domačih nalog z znanjem in ocenami. Didactica Slovenica – Pedagoška obzorja, 36(1), 79–92.

Harm, M. W., & Seidenberg, M. S. (1999). Phonology, reading acquisition and dyslexia: Insights from connectionist models. Psychological Review, 106(3), 491–528. https://doi.org/10.1037/0033-295X.106.3.491

Hebert, M., Kearns, M. D., Hayes, B. J., Bazis, P., & Cooper, S. (2018). Why children with dyslexia struggle with writing and how to help them. Language, speech, and hearing services in schools, 49(4), 843–863. https://doi.org/10.1044/2018_LSHSS-DYSLC-18-0024

Hinshelwood J. (1917). Congenital word-blindness. HK Lewis & Company.

Hossain, B., Bent, S., & Hendren, R. (2021). The association between anxiety and academic performance in children with reading disorder: A longitudinal cohort study. Dyslexia, 27(3), 342–354.

Hulme, C., Bowyer-Crane, C., Carroll, J., Duff, F., & Snowling, M. J. (2012). The causal role of phoneme awareness and letter-sound knowledge in learning to read: Combining intervention studies with mediation analyses. Psychological Science, 23(6), 572–577. https://doi.org/10.1177/0956797611435921

Imran, M., & Almusharraf, N. M. (2023). Analyzing the role of ChatGPT as a writing assistant at higher education level: A systematic review of the literature. Contemporary Educational Technology, 15(4), Article ep464, 1–14. https://doi.org/10.30935/cedtech/13605

Keelor, J. L., Creaghead, N. A., Silbert, N. H., Horowitz-Kraus, T., & Horowitz-Kraus, T. (2023). Impact of text-to-speech features on the reading comprehension of children with reading and language difficulties. Annals of Dyslexia, 73, 469–486. https://doi.org/10.1007/s11881-023-00281-9

Miles, E. (2000). Dyslexia may show a different face in different languages. Dyslexia, 6(3), 193–201. https://doi.org/10.1002/1099-0909(200007/09)6:3<193::AID-DYS170>3.0.CO;2-P

Peters, T., & Bell, L. (2007). Choosing and using text-to-speech software. Computers in Libraries, 27(2), 26–29.

Pontikas, C. M., Tsoukalas, E., & Serdari, A. (2022). A map of assistive technology educative instruments in neurodevelopmental disorders. Disability and Rehabilitation: Assistive Technology, 17(7), 738–746. https://doi.org/10.1080/17483107.2020.1839580

Romani, C., Ward, J., & Olson, A. (1999). Developmental surface dysgraphia: What is the underlying cognitive impairment? The Quarterly Journal of Experimental Psychology, 52(1), 97–128.

Ruzić Baf, M. (2022). (So)obstoj s pametnim telefonom v študentski populaciji. Didactica Slovenica – Pedagoška obzorja, 37(3–4), 156−169.

Schneider, E. (2009). Dyslexia and foreign language learning. In G. Reid (ed.), The Routledge Companion to Dyslexia (pp. 297–310). Routledge.

Simon, C. S. (2000). Dyslexia and learning a foreign language: A personal experience. Ann Dyslexia, 50(1), 155–187. https://doi.org/10.1007/s11881-000-0021-7

Snowling, M., & Hulme, C. (1989). A longitudinal case study of developmental phonological dyslexia. Cognitive Neuropsychology, 6(4), 379–401. https://doi.org/10.1080/02643298908253289

Spoon, K., Crandall, D., Siek, K., & Fillmore, M. (2019). Can we (and should we) use AI to detect dyslexia in children’s handwriting? In AI for Social Good workshop at NeurIPS (pp. 1–6). Retrieved from: https://aiforsocialgood.github.io/neurips2019/accepted/track1/pdfs/97_aisg_neurips2019.pdf on 25.1.24

Vellutino, F. R., Fletcher, J. M., Snowling, M. J., & Scanlon, D. M. (2004). Specific reading disability (dyslexia): What have we learned in the past four decades? Journal of Child Psychology and Psychiatry, 45(1), 2–40.

Wang, M., Muthu, B., & Sivaparthipan, C. B. (2022). Smart assistance to dyslexia students using artificial intelligence based augmentative alternative communication. International Journal of Speech Technology, 25, 343–353. https://doi.org/10.1007/s10772-021-09921-0

Wang, X., He, X., Wei, J., Liu, J., Li, Y., & Liu, X. (2023). Application of artificial intelligence to public health education. Frontiers in Public Health, 10, Article 1087174. https://doi.org/10.3389/fpubh.2022.1087174

Wood, S. G., Moxley, J. H., Wagner, & R. K. (2017). Does use of text-to-speech and related read-aloud tools improve reading comprehension for students with reading disabilities? A meta-analysis. Journal of Learning Disabilities, 51(1), 73–84. https://doi.org/10.1177/0022219416688170

World Health Organization [WHO]. (1993). International statistical classification of diseases, injuries and causes of death (ICD-10). World Health Organization (10th ed.).

Prenosi

Objavljeno

2025-01-15

Kako citirati

Kostadinovska-Stojchevska, B., & Shalevska, E. (2025). Vloga umetne inteligence pri podpori učencem z disleksijo, ki se učijo tujega jezika. Pedagoška Obzorja, 39(3-4), 93–102. https://doi.org/10.55707/ds-po.v39i3-4.149

Številka

Rubrike

Prispevki