Ghafurian Moojan, Lakatos Gabriella, Dautenhahn Kerstin
Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON Canada.
Adaptive Systems Research Group, University of Hertfordshire, Hatfield, UK.
Int J Soc Robot. 2022;14(4):945-962. doi: 10.1007/s12369-021-00832-3. Epub 2022 Jan 4.
This article proposes design guidelines for 11 affective expressions for the Miro robot, and evaluates the expressions through an online video study with 116 participants. All expressions were recognized significantly above the chance level. For six of the expressions, the correct response was selected significantly more than the others, while more than one emotion was associated to some other expressions. Design decisions and the robot's limitations that led to selecting other expressions, along with the correct expression, are discussed. We also investigated how participants' abilities to recognize human and animal emotions, their tendency to anthropomorphize, and their familiarity with and attitudes towards animals and pets might have influenced the recognition of the robot's affective expressions. Results show significant impact of human emotion recognition, difficulty in understanding animal emotions, and anthropomorphism tendency on recognition of Robot's expressions. We did not find such effects regarding familiarity with/attitudes towards animals/pets in terms of how they influenced participants' recognition of the designed affective expressions. We further studied how the robot is perceived in general and showed that it is mostly perceived to be gender neutral, and, while it is often associated with a dog or a rabbit, it can also be perceived as a variety of other animals.
本文提出了米罗机器人11种情感表达的设计指南,并通过一项有116名参与者的在线视频研究对这些表达进行了评估。所有表达的识别率均显著高于随机水平。对于其中六种表达,正确反应的选择显著多于其他表达,而其他一些表达则与不止一种情感相关。文中讨论了导致选择其他表达以及正确表达的设计决策和机器人的局限性。我们还研究了参与者识别人类和动物情感的能力、他们的拟人化倾向,以及他们对动物和宠物的熟悉程度和态度可能如何影响对机器人情感表达的识别。结果表明,人类情感识别、理解动物情感的难度以及拟人化倾向对机器人表达的识别有显著影响。就对动物/宠物的熟悉程度/态度如何影响参与者对设计的情感表达的识别而言,我们未发现此类影响。我们进一步研究了人们对机器人的总体看法,结果表明它大多被认为是无明显性别的,并且,虽然它常与狗或兔子联系在一起,但也可以被视为其他各种动物。