cs.AI updates on arXiv.org 07月08日 12:33
The Nexus of AR/VR, AI, UI/UX, and Robotics Technologies in Enhancing Learning and Social Interaction for Children with Autism Spectrum Disorders: A Systematic Review
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本文详细研究了在大语言模型(LLMs)、增强现实(AR)和用户界面/用户体验(UI/UX)设计在儿童治疗中的应用,特别是自闭症谱系障碍(ASD)患者的治疗。通过文献检索,选取60篇研究,探讨了AR提高社交和学习成果、LLMs支持沟通以及UI/UX设计如何影响技术效果等。研究发现,尽管LLMs能提供个性化的学习和沟通支持,AR在增强社交技能、动机和注意力方面表现出潜力,但针对自闭症儿童的定制化教育和治疗方案仍需进一步研究。

arXiv:2409.18162v2 Announce Type: replace-cross Abstract: The emergence of large language models (LLMs), augmented reality (AR), and user interface/user experience (UI/UX) design in therapies for children, especially with disorders like autism spectrum disorder (ASD), is studied in detail in this review study. 150 publications were collected by a thorough literature search throughout PubMed, ACM, IEEE Xplore, Elsevier, and Google Scholar; 60 of them were chosen based on their methodological rigor and relevance to the focus area. Three of the primary areas are studied and covered in this review: how AR can improve social and learning results, how LLMs can support communication, and how UI/UX design affects how effective these technologies can be. Results show that while LLMs can provide individualized learning and communication support, AR has shown promise in enhancing social skills, motivation, and attention. For children with ASD, accessible and engaging interventions rely heavily on effective UI/UX design, but there is still a significant lack of robotics-based education and therapeutic programs specifically tailored for autistic children. To optimize the benefits of these technologies in ASD therapies and immersive education, the study emphasizes the need for additional research to address difficulties related to customization, accessibility, and integration.

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大语言模型 增强现实 自闭症谱系障碍 用户体验 儿童治疗
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