社交机器人在孤独症谱系障碍儿童中的应用
he application of social robots in intervention for children with autism spectrum disorders
孤独症谱系障碍(Autistic Spectrum Disorders, ASD)儿童的核心症状之一是社交互动障碍。早期干预对ASD儿童的社交能力发展至关重要,而传统心理干预方法存在耗时长、花费高昂、专业康复治疗师短缺等诸多局限性。随着人工智能技术的发展,社交机器人被广泛应用于ASD儿童社交能力的干预研究。通过梳理社交机器人在ASD儿童干预中的可行性,分析社交机器人在ASD儿童社交互动中的研究现状,探讨社交机器人在ASD儿童干预中实验环境、方法等方面存在的优势与挑战。未来社交机器人在ASD儿童中的研究可考虑从探索人机双方特点开发新的社交场景,结合多模态和脑科学技术揭示人机互动的心理过程以及关注人工智能技术发展构建社交机器人闭环系统等方面展开。
Social interaction impairment is one of the core symptoms of children with Autistic Spectrum Disorders (ASD) which requires early intervention for successful social skills. The conventional approaches of psychological rehabilitation have many limitations such as time consuming, high cost, and shortage of professional rehabilitation therapists. With the development of artificial intelligence, social robots with their unique strengths are widely used in improving social interactions of children with ASD. This paper discusses the potential of social robots in the treatment of autism spectrum disorder and the current applications of social robots for the therapeutic treatment of joint attention, self-initiations, motor imitation, and other social function in ASD patients. It also analyzes the strengths and weaknesses of social robots during the intervention in terms of experimental environments and methods among other factors. It is proposed that future research can be conducted to develop new social scenarios based on the characteristics of human-robot interaction; combine multimodality and brain science and technology to reveal the psychological process of human-robot interaction; construct closed-loop systems for social robots by leveraging the advancing artificial intelligence technology.
高丽梅、李丹丹、汪凯
神经病学、精神病学生物科学研究方法、生物科学研究技术计算技术、计算机技术
社交机器人孤独症谱系障碍人机互动社交技能
social robotsautism spectrum disorderhuman-robot interactionsocial skills
高丽梅,李丹丹,汪凯.社交机器人在孤独症谱系障碍儿童中的应用[EB/OL].(2024-01-18)[2025-08-02].https://chinaxiv.org/abs/202401.00224.点此复制
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