Emotional experiences of service robots’ anthropomorphic appearance: a multimodal measurement method

机器人 服务机器人 心理学 应用心理学 人机交互 皮肤电导 人工智能 面部肌电图 唤醒 服务(商务) 计算机科学 面部表情 计算机视觉 工程类 社会心理学 生物医学工程 经济 经济
作者
Yun Zhang,Yaqin Cao,Robert W. Proctor,Yu Liu
出处
期刊:Ergonomics [Taylor & Francis]
卷期号:66 (12): 2039-2057 被引量:20
标识
DOI:10.1080/00140139.2023.2182751
摘要

Anthropomorphic appearance is a key factor to affect users' attitudes and emotions. This research aimed to measure emotional experience caused by robots' anthropomorphic appearance with three levels - high, moderate, and low - using multimodal measurement. Fifty participants' physiological and eye-tracker data were recorded synchronously while they observed robot images that were displayed in random order. Afterward, the participants reported subjective emotional experiences and attitudes towards those robots. The results showed that the images of the moderately anthropomorphic service robots induced higher pleasure and arousal ratings, and yielded significantly larger pupil diameter and faster saccade velocity, than did the low or high robots. Moreover, participants' facial electromyography, skin conductance, and heart-rate responses were higher when observing moderately anthropomorphic service robots. An implication of the research is that service robots' appearance should be designed to be moderately anthropomorphic; too many human-like features or machine-like features may disturb users' positive emotions and attitudes.Practitioner Summary: This research aimed to measure emotional experience caused by three types of anthropomorphic service robots using a multimodal measurement experiment. The results showed that moderately anthropomorphic service robots evoked more positive emotion than high and low anthropomorphic robots. Too many human-like features or machine-like features may disturb users' positive emotions.
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