Organizing Data and AI-Supported Tools for Children with Learning Disabilities and Autism

Authors

  • Shakhnoza Khaydarova PhD, Lincoln University, California

Keywords:

English: Artificial intelligence, learning disabilities, autism, data management, personalized support, machine learning, natural language processing, predictive analytics, parental involvement, education technology. • Uzbek: Sun’iy intellekt, o’rganish qiyinchiliklari, autizm, ma’lumotlarni boshqarish, individuallashtirilgan o’quv dasturi, mashinaviy o’rganish, Sun’iy intellekt tilni qayta ishlash, prognozli tahlil, ota-onalar ishtiroki, ta’lim texnologiyalari. • Russian: Искусственный интеллект, трудности в обучении, аутизм, управление данными, персонализированная поддержка, машинное обучение, обработка естественного языка, прогнозная аналитика, участие родителей, образовательные технологии.

Abstract

The rapid advancement of artificial intelligence (AI) has introduced new possibilities for
addressing the needs of children with learning disabilities and autism spectrum disorder
(ASD). These children require highly individualized educational, therapeutic, and
behavioral interventions but often encounter barriers due to fragmented support systems
and inefficient data management practices. This article explores how AI-driven tools,
when integrated with efficient data organization systems, can transform the care and
support provided to children with learning disabilities and autism.

References

Smith, J., & Brown, A. (2023). Harnessing AI for Special Education: Opportunities

and Challenges. Journal of Educational Technology.

Johnson, M., et al. (2022). Artificial Intelligence in Healthcare: Transforming

Autism Diagnosis and Treatment. Journal of Artificial Intelligence in Medicine.

White, R. (2020). The Role of Data in Special Needs Education: Current Practices

and Future Directions. Special Education Review.

Zhang, T., & Wong, K. (2021). AI and Predictive Analytics in Autism Spectrum

Disorder Interventions. Journal of Child Psychology and AI Technologies.

Harris, S. (2019). AI in Therapy: Enhancing Communication and Behavioral

Strategies for Children with ASD. Journal of Therapeutic Innovation

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Published

2024-10-16

How to Cite

Shakhnoza Khaydarova. (2024). Organizing Data and AI-Supported Tools for Children with Learning Disabilities and Autism. NAZARIY VA AMALIY FANLARDAGI USTUVOR ISLOHOTLAR VA ZAMONAVIY TA’LIMNING INNOVATSION YO’NALISHLARI, 1(10), 84–88. Retrieved from https://innovativepublication.uz/index.php/NUZY/article/view/1833