Aug 2026· Message Understanding Conference· 0 citations· 29 references
Computer Science
TL;DR
Investigation of whether a musically-informed sound design or a color-based display is more effective for emotional expression in a non-anthropomorphic kitchen assistant robot shows that effectiveness is emotion-dependent.
Abstract
Effective affective communication is essential for collaborative human-robot interaction, as emotional expressions can enhance trust and collaboration with robots. This paper addresses this need by investigating whether a musically-informed sound design or a color-based display is more effective for emotional expression in a non-anthropomorphic kitchen assistant robot. Using a within-subjects VR experiment (N=14), participants completed three collaborative cooking tasks while the robot expressed happiness, sadness, and anger via synthesized sounds or colored lights. Results show that effectiveness is emotion-dependent: sound significantly outperformed color for happiness and sadness, while color (red) was more effective for anger. Sound also yielded higher believability, likeability, animacy, and perceived intelligence. Qualitative findings suggest sound’s advantage stems from both its functional benefit in visually demanding tasks and its capacity to create social presence. A key emergent finding is that contextual appropriateness shapes emotion interpretation, indicating that expression design must account for social expectations in collaborative settings.
Emotional and social expression are important dimensions of socially empathic human-robot interaction. In hug gable robot contexts, the chest is not only a stable bodily contact interface with strong affective relevance, but also a natural site for presenting haptic and auditory cues together. However, existing chest-h...
This study examines how anthropomorphism and emotional expression in social robots shape users' perceptions of three distinct benefit types – hedonic, utilitarian, and symbolic – and how these perceived benefits, in turn, influence user attitude and perceived value. By adopting a benefit-based perspective, the stud...
Hyeon Jo, do-Hyung Park· Online information review (P...· 0 citations
Results demonstrate that the inclusion of thermal or vibro-thermal haptic stimuli significantly enhances the interpretability of emotional content conveyed by a dancing robot and improves the distinguishability of emotion intensity without altering the transmission of hedonic tone.
Ivan Semenzi, Alberto Villani, T. L. Baldi et al.· IEEE Transactions on Haptics· 0 citations
It is suggested that “calm” aesthetics are preferred over “cute” aesthetics for wellbeing robots, challenging the assumption that human-likeness alone drives design success.
Ilona Buchem, Rinat B. Rosenberg-Kima, Emily Evermann et al.· Frontiers in Cognition· 0 citations
Perceiving and feeling emotion from nonverbal signals (e.g., facial expressions) is a considerable part of human social interactions. A common approach to studying such nonverbal interactions is to use music for auditory cues and dance for embodied gestures, given their capacity to communicate emotions. Yet most invest...
M. Susino, Manuel Anglada-Tort, S. Saarikallio et al.· Music Perception: An Interdi...· 0 citations
Abstract Music evokes strong emotions across listeners although it conveys no biologically relevant information regarding the survival challenges in the environment. Here we review the neurobiology and psychology of emotional communication through music, focussing on the functions and mechanisms of musical emotional ex...
V. Putkinen, Maya Rassouli, L. Nummenmaa· Philosophical transactions o...· 1 citation
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