热红外成像评价6 - 12月龄婴儿与机器人和虚拟化身互动时的自主神经反应

IF 3.7 3区 工程技术 Q1 INSTRUMENTS & INSTRUMENTATION Quantitative Infrared Thermography Journal Pub Date : 2022-01-06 DOI:10.1080/17686733.2021.2025019
C. Filippini, D. Cardone, D. Perpetuini, A. Chiarelli, L. Petitto, A. Merla
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引用次数: 2

摘要

自出生以来,婴儿一直沉浸在一个社会环境中,通常被人工智能代理(AIAs)所包围。然而,在与AIAs互动时,婴儿的心理生理反应及其相关兴趣方面的工作缺乏。在这里,研究人员调查了婴儿在与机器人和屏幕上呈现的虚拟人/化身互动时的心理生理反应。实验范式包括一个机器人向婴儿发出社会交流手势,与之相比,一个虚拟的人产生社会交流手势和语言互动,比如美国手语中的语言童谣。使用热红外成像技术来测量心理生理反应,该技术可以跟踪皮肤温度的变化,从而实现对人体自主神经功能的非接触式研究。至关重要的是,它允许第一次推断婴儿的心理、注意力和情感投入的变化,这些变化与他们周围的事物和事件有关。热信号分析显示,婴儿对机器人和化身互动的生理反应有统计学上的显著差异,这表明每个代理人吸引婴儿的能力存在重要差异。一岁是人类学习的关键时期,了解婴儿对人工智能的心理生理反应,揭示了人工智能如何影响婴儿的情感、社会、语言学习和更高的认知发展。
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Assessment of autonomic response in 6–12-month-old babies during the interaction with robot and avatar by means of thermal infrared imaging
ABSTRACT Since birth, infants have been immersed in a social environment, often surrounded by artificial-intelligent-agents (AIAs). However, there is a paucity of work on infants’ psychophysiological responses, and their related interest, when interacting with AIAs. Here, the infants’ psychophysiological responses during interactions with an embodied robot and a virtual human/avatar presented on a screen are investigated. The experimental paradigm consists of a robot producing socially communicative gestures to babies as compared to a virtual human producing socially communicative gestures and linguistic interactions, such as linguistic nursery rhymes in American Sign Language. Psychophysiological responses were measured using thermal infrared imaging technology that tracks changes in cutaneous temperature, enabling contactless investigation of human autonomic functions. Crucially, it permits first-time inferences about changes in infants’ psychological, attentional, and emotional engagement in relation to agents and events in the world around them. Thermal signals analysis revealed a statistically significant difference in the infants’ physiological response to robot and avatar interactions indicating important differences in each agent’s ability to engage infants. Understanding infants’ psychophysiological responses to AIAs during the first year of life, which is a crucial period for human learning, lays bare how AIAs may impact infants’ emotional, social, and language learning and higher cognitive growth.
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来源期刊
Quantitative Infrared Thermography Journal
Quantitative Infrared Thermography Journal Physics and Astronomy-Instrumentation
CiteScore
6.80
自引率
12.00%
发文量
17
审稿时长
>12 weeks
期刊介绍: The Quantitative InfraRed Thermography Journal (QIRT) provides a forum for industry and academia to discuss the latest developments of instrumentation, theoretical and experimental practices, data reduction, and image processing related to infrared thermography.
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