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测量对自闭症儿童进行机器人辅助治疗的参与度

Abeer Al-Nafjan¹, Noura Alhakbani², Amal Alabdulkareem²

¹Computer Science Department, College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11432, Saudi Arabia.

Behavioral sciences (Basel, Switzerland)

|August 25, 2023

概括

机器人辅助自闭症治疗 (RAAT) 使用人工智能来测量儿童的参与度. 这种方法在支持自闭症儿童的治疗和教育目标方面表现有希望,提高社会互动技能.

科学领域:

机器人技术机器人技术机器人技术
人工智能的人工智能
发展心理学发展心理学

背景情况:

患有自闭症谱系障碍 (ASD) 的儿童遇到沟通挑战.
社会,教育和治疗活动对于ASD儿童的认知和社会发展至关重要.
交互式机器人显示出在治疗环境中吸引自闭症儿童的潜力.

研究的目的:

研究机器人辅助自闭症疗法 (RAAT).
探索人工智能 (AI) 用于测量儿童在治疗期间的参与度.
评估机器人的有效性,以支持自闭症儿童的治疗和教育目标.

主要方法:

利用一个交互式机器人,吸引了五名讲阿拉伯语的自闭症儿童 (4-11岁).
通过机器人的摄像头记录了儿童与机器人的互动.
应用AI方法分析记录的数据并检测儿童参与度.

主要成果:

开发的系统在测量ASD儿童的参与度方面表现出了准确性.
机器人辅助治疗显示出吸引自闭症儿童的潜力.
这项研究支持在自闭症治疗中使用智能社交机器人.

结论:

机器人辅助自闭症治疗 (RAAT) 是智能社会机器人的一个有前途的领域.
人工智能驱动的参与度测量可以支持自闭症儿童的治疗和教育目标.
机器人可以有效地协助ASD儿童练习复杂的社交互动.

关键词:

自闭症自闭症是什么卷积神经网络是一种卷积神经网络.接触检测接触检测接触检测面部情绪识别面部情绪识别机器人机器人机器人机器人机器人机器人机器人治疗疗法治疗疗法治疗疗法

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