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Group-based Emotions in Teams of Humans and Robots


Abstract Providing social robots an internal model of emotions can help them guide their behaviour in a more humane manner by simulating the ability to feel empathy towards others. Furthermore, the growing interest in creating robots that are capable of collaborating with other humans in team settings provides an opportunity to explore another side of human emotion, namely, group-based emotions. This paper contributes with the first model on group-based emotions in social robotic partners. We defined a model of group-based emotions for social robots that allowed us to create two distinct robotic characters that express either individual or group-based emotions. This paper also contributes with a user study where two autonomous robots embedded the previous characters, and formed two human-robot teams to play a competitive game. Our results showed that participants perceived the robot that expresses group-based emotions as more likeable and attributed higher levels of group identification and group trust towards their teams, when compared to the robotic partner that expresses individual-based emotions.
Year 2018
Keywords Affective Computing;Social Robotic Companions;
Authors Filipa Correia, Samuel Mascarenhas, Rui Prada, Francisco S. Melo, Ana Paiva
Booktitle Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction
Pages 261-269
Series Robotics and Automation
Publisher ACM
Address New York, NY, USA
Month March
Pdf File \"pdf
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@inproceedings { correia18, abstract = {Providing social robots an internal model of emotions can help them guide their behaviour in a more humane manner by simulating the ability to feel empathy towards others. Furthermore, the growing interest in creating robots that are capable of collaborating with other humans in team settings provides an opportunity to explore another side of human emotion, namely, group-based emotions. This paper contributes with the first model on group-based emotions in social robotic partners. We defined a model of group-based emotions for social robots that allowed us to create two distinct robotic characters that express either individual or group-based emotions. This paper also contributes with a user study where two autonomous robots embedded the previous characters, and formed two human-robot teams to play a competitive game. Our results showed that participants perceived the robot that expresses group-based emotions as more likeable and attributed higher levels of group identification and group trust towards their teams, when compared to the robotic partner that expresses individual-based emotions.}, address = {New York, NY, USA}, booktitle = {Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction}, keywords = {Affective Computing;Social Robotic Companions;}, month = {March}, organization = {ACM}, pages = {261-269}, publisher = {ACM}, series = {Robotics and Automation}, title = {Group-based Emotions in Teams of Humans and Robots}, year = {2018}, author = {Filipa Correia and Samuel Mascarenhas and Rui Prada and Francisco S. Melo and Ana Paiva} }

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