Investigating Emotional Expressivity in Robots Wearing Light-Emitting Clothing

Takashi Sugiyama, Masayoshi Kanoh
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Abstract

People communicate smoothly through emotional expressions. Therefore, we consider that emotional expression by robots is necessary for human-robot coexistence as well. Various studies have been conducted on emotional expression by robots. In our previous study, we created a robot named "Tilting Robot" that tilts back and forward, and investigated the effect of the color of the clothing worn by the robot on its emotional expression. The results showed that the intensity of the emotional expression may change depending on the color of the clothing and the speed of the robot's motion. In this paper, we investigate the effect of using light-emitting EL sheets as a material for the robot's clothing. Many robots have been developed that express emotional expression by emitting light from their eyes and cheeks, but there is no research on emotional expression by emitting light from clothing. In addition, light-emitting clothing is easy to implement and does not cause discomfort when worn by a robot, so if light-emitting clothing is effective in emotional expression, it has great potential for application. In the experiment, the robot's clothing was colored red, green, blue, and white, and a light-emitting material (EL sheet) and a non-light-emitting material (felt) were prepared for each of the four colors. Also, for the light-emitting material, two conditions were set: one was to emit light continuously during the robot's motion (constant light-emitting condition), and the other was to emit light in the middle of the robot's motion (midway light-emitting condition). Therefore, there are three conditions for the clothing: the felt condition, the constant light-emitting condition, and the midway light-emitting condition. The robot made a total of five motions, including back and forward tilting motions, fast and slow motions, and no motion while in an upright posture. Subjects observed a total of 60 materials that were a combination of all conditions and motions on a monitor, and evaluated each material.The results of the experiment showed that, first of all, when the robot leaned backward quickly, subjects expressed an emotional expression of surprise, regardless of the type of clothing. In addition, when the motion was slow, the robot also expressed surprise in the mid-lighting condition. These results indicate that the intensity of instantaneous emotional expressions such as surprise depends on the speed of motion, and that the midway light may be used to express the emotion. In addition, it was found that the forward-tilting motion can express the emotional expression of sadness regardless of the type of clothing.Next, when we focused on the color of the clothing, we found that the color red evoked an emotional expression of anger, and that the two luminous conditions evoked anger more strongly than the felt condition, in which no luminescence was emitted. The blue color showed the same level of emotional expression of sadness in all clothing conditions. These results indicate that emotional expression can be achieved by changing the color of clothing, as in previous studies, but that the luminescence of the clothing may make it more pronounced.
研究穿着发光服装的机器人的情感表达能力
人们通过情感表达进行顺畅的沟通。因此,我们认为机器人的情感表达也是人类与机器人共存的必要条件。人们对机器人的情感表达进行了各种研究。在之前的研究中,我们创造了一个前后倾斜的机器人“Tilting robot”,并研究了机器人所穿衣服的颜色对其情感表达的影响。结果表明,情感表达的强度可能会随着衣服的颜色和机器人的运动速度而变化。在本文中,我们研究了使用发光EL片作为机器人服装材料的效果。虽然已经开发出了通过眼睛和脸颊发光来表达情感的机器人,但目前还没有通过衣服发光来表达情感的研究。此外,发光服装易于实现,并且在机器人穿着时不会产生不适,因此,如果发光服装在情感表达方面有效,则具有很大的应用潜力。在实验中,机器人的衣服分为红、绿、蓝、白四种颜色,并为这四种颜色分别准备了一种发光材料(EL sheet)和一种不发光材料(felt)。对于发光材料,设置了两种条件:一种是在机器人运动过程中连续发光(恒定发光条件),另一种是在机器人运动中间发光(中途发光条件)。因此,服装有三种条件:毛毡条件、恒定发光条件和中途发光条件。机器人总共做了五种动作,包括前后倾斜动作、快速和缓慢动作、直立姿势时不动。受试者在监视器上观察了总共60种材料,这些材料是所有条件和运动的组合,并对每种材料进行评估。实验结果表明,首先,当机器人快速向后倾斜时,受试者会表现出惊讶的情绪表达,而不管他们穿的是什么衣服。此外,当动作缓慢时,机器人在中等光照条件下也会表现出惊讶。这些结果表明,惊讶等瞬时情绪表达的强度取决于运动的速度,并且可以使用中间光来表达情绪。此外,研究发现,无论服装类型如何,前倾动作都能表达悲伤的情绪表达。接下来,当我们把注意力集中在衣服的颜色上时,我们发现红色唤起了愤怒的情绪表达,而且两种发光条件比没有发光的感觉条件更强烈地唤起了愤怒。在所有穿着条件下,蓝色都显示出相同程度的悲伤情绪表达。这些结果表明,情感表达可以通过改变衣服的颜色来实现,就像之前的研究一样,但衣服的发光可能会使其更加明显。
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