SpectraLearn Personalized Learning Solutions for Children with Autism

Autism Spectrum Disorder (ASD) affects children's ability to communicate, socialize, and engage in learning activities. This project presents the development of a user-friendly web application designed to support children with autism through interactive and educational features tailored to their needs. The application incorporates visual aids, gamified learning modules, speech and text-based communication tools, and progress tracking features. It is developed using modern web technologies to ensure accessibility across devices and ease of use for both children and caregivers. By integrating psychological and pedagogical insights, the application provides personalized learning paths. These paths adjust based on user interaction and progress, helping reinforce positive behavior and learning outcomes. Tools for emotion recognition and routine scheduling are also embedded to support emotional development and daily structure. Parents, educators, and therapists can monitor the child’s activities and performance through a dedicated dashboard, enabling informed decisions and personalized interventions. The system emphasizes security, privacy, and adaptability, ensuring a safe digital environment. The development followed a user-centered approach, involving feedback from parents and specialists during design and testing phases. The outcome is a holistic support system that addresses both educational and emotional needs. The project not only aids autistic children in learning but also empowers their support systems, paving the way for inclusive digital education. Future improvements include AI integration for adaptive learning and expanded multilingual support..

Publication Details

Journal
PhilPapers (PhilPapers Foundation)
Published
2025-01-01
Primary Topic
Autism Spectrum Disorder Research
Type
article
Field-Weighted Citation Impact
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article

SpectraLearn Personalized Learning Solutions for Children with Autism

PhilPapers (PhilPapers Foundation)
Autism Spectrum Disorder Research
article

SpectraLearn Personalized Learning Solutions for Children with Autism

article en

Abstract

Autism Spectrum Disorder (ASD) affects children's ability to communicate, socialize, and engage in learning activities. This project presents the development of a user-friendly web application designed to support children with autism through interactive and educational features tailored to their needs. The application incorporates visual aids, gamified learning modules, speech and text-based communication tools, and progress tracking features. It is developed using modern web technologies to ensure accessibility across devices and ease of use for both children and caregivers. By integrating psychological and pedagogical insights, the application provides personalized learning paths. These paths adjust based on user interaction and progress, helping reinforce positive behavior and learning outcomes. Tools for emotion recognition and routine scheduling are also embedded to support emotional development and daily structure. Parents, educators, and therapists can monitor the child’s activities and performance through a dedicated dashboard, enabling informed decisions and personalized interventions. The system emphasizes security, privacy, and adaptability, ensuring a safe digital environment. The development followed a user-centered approach, involving feedback from parents and specialists during design and testing phases. The outcome is a holistic support system that addresses both educational and emotional needs. The project not only aids autistic children in learning but also empowers their support systems, paving the way for inclusive digital education. Future improvements include AI integration for adaptive learning and expanded multilingual support..

PhilPapers (PhilPapers Foundation)
Quality Education
Openalex Percentile: Top 46%
Autism Spectrum Disorder Research
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