设计和评估用于自闭症患者情感学习的移动机器人助手:专家评估阶段

IF 3.8 2区 计算机科学 Q2 ROBOTICS
Luis F. Guerrero-Vásquez, Vladimir E. Robles-Bykbaev, Pedro A. Cordero-Jara, Pablo S. Jara-Jimbo
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引用次数: 0

摘要

本文介绍了一款机器人助手的设计和评估,该机器人助手旨在为自闭症患者提供治疗干预。设计考虑了统一的椭圆形结构,具有两个手臂、类似腿的轮子和一个用于显示面部表情的面部屏幕。设计生成了六种基本情绪状态,并通过面部表情、颜色、声音和动作加以丰富,旨在最大程度地模拟人类的非口头语言。制造过程采用了增材制造技术,特别是三维打印技术。功能原型开发完成后,通过利克特量表结构化调查对其外观、治疗可用性、情绪状态生成和社交技能发展进行了评估。评估分两个阶段进行:(a)专家同行评估,有5位ASD方面的专家参与,使用肯德尔一致系数(Kendall's Coefficient of Concordance)确定共识水平,结果显示,在机器人外观方面有基本一致(0.709),在情绪生成方面略有一致(0.183);(b)专家同行评估,有5位ASD方面的专家参与,使用肯德尔一致系数(Kendall's Coefficient of Concordance)确定共识水平,结果显示,在机器人外观方面有基本一致(0.709),在情绪生成方面略有一致(0.183)。183);(b)对每天与自闭症患者打交道的 36 名参与者进行感知评估,并通过 Cronbach's Alpha(0.94)进行调查验证,然后使用描述性统计进行结果分析,结果表明机器人外观适合大多数评估者,但他们在机器人维度上存在差异。研究结果凸显了机器人助手的特殊性,因此在与 ASD 患者进行试点之前需要对其进行调整。本研究提出了一个可复制的方案,用于在目标受众参与实验过程之前,对任何面向治疗干预的技术支持进行初步评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Design and Evaluation of a Mobile Robotic Assistant for Emotional Learning in Individuals with ASD: Expert Evaluation Stage

Design and Evaluation of a Mobile Robotic Assistant for Emotional Learning in Individuals with ASD: Expert Evaluation Stage

This article introduces the design and assessment of a robotic assistant aimed at generating therapeutic interventions for individuals with ASD. A uniform oval-shaped structure was considered for the design, featuring two arms, leg-like wheels, and a facial screen for displaying facial expressions. Six basic emotional states were generated, enriched with facial expressions, colors, sounds, and movements, aiming to emulate human nonverbal language to the greatest extent possible. The construction process was executed using additive manufacturing technology, specifically 3D printing. Once the functional prototype was developed, its appearance, therapeutic usability, generation of emotional states, and social skill development were evaluated through structured surveys on a Likert Scale. The evaluation took place in two stages: (a) expert peer evaluation, involving 5 experts in ASD, with consensus levels determined using Kendall’s Coefficient of Concordance (\(\omega \)), that show a susbtantial agreement (\(\omega =0.709\)) regarding the robot appearance and slight agreement (\(\omega =0.183\)) in mood generation; (b) perception assessment with individuals who work daily with people with ASD, with 36 participants, and survey validation through Cronbach’s Alpha (\(\alpha = 0.94\)), followed by results analysis using descriptive statistics, which indicates that the robot appearance is suitable for the majority of evaluators, but they differ in the robot dimensions. Outcomes highlighted the robotic assistant’s specific characteristics that warrant adjustments before piloting with ASD individuals. This study presents a replicable protocol for the preliminary evaluation of any technological support geared towards therapeutic interventions, preceding experimental processes involving the target audience.

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来源期刊
CiteScore
9.80
自引率
8.50%
发文量
95
期刊介绍: Social Robotics is the study of robots that are able to interact and communicate among themselves, with humans, and with the environment, within the social and cultural structure attached to its role. The journal covers a broad spectrum of topics related to the latest technologies, new research results and developments in the area of social robotics on all levels, from developments in core enabling technologies to system integration, aesthetic design, applications and social implications. It provides a platform for like-minded researchers to present their findings and latest developments in social robotics, covering relevant advances in engineering, computing, arts and social sciences. The journal publishes original, peer reviewed articles and contributions on innovative ideas and concepts, new discoveries and improvements, as well as novel applications, by leading researchers and developers regarding the latest fundamental advances in the core technologies that form the backbone of social robotics, distinguished developmental projects in the area, as well as seminal works in aesthetic design, ethics and philosophy, studies on social impact and influence, pertaining to social robotics.
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