Talk to Me: Verbal Communication Improves Perceptions of Friendship and Social Presence in Human-Robot Interaction

The ability of social agents, be it virtually-embodied avatars or physically-embodied robots, to display social behavior and interact with their users in a natural way represents an important factor in how effective such agents are during interactions. In particular, endowing the agent with effective communicative abilities, well-suited for the target application or task, can make a significant difference in how users perceive the agent, especially when the agent needs to interact in complex social environments. In this work, we consider how two core input communication modalities present in human-robot interaction—speech recognition and touch-based selection—shape users’ perceptions of the agent. We design a short interaction in order to gauge adolescents’ reaction to the input communication modality employed by a robot intended as a long-term companion for motivating them to engage in daily physical activity. A study with n = 52 participants shows that adolescents perceive the robot as more of a friend and more socially present in the speech recognition condition than in the touch-based selection one. Our results highlight the advantages of using speech recognition as an input communication modality even when this represents the less robust choice, and the importance of investigating how to best do so.

[1]  Jon Barker,et al.  The third ‘CHiME’ speech separation and recognition challenge: Dataset, task and baselines , 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

[2]  Magdalena D. Bugajska,et al.  Building a Multimodal Human-Robot Interface , 2001, IEEE Intell. Syst..

[3]  Katrina Butner,et al.  Physical activity guidelines for americans midcourse report: Strategies to increase physical activity among youth , 2013 .

[4]  F. Biocca,et al.  Internal Consistency and Reliability of the Networked MindsMeasure of Social Presence , 2004 .

[5]  John Short,et al.  The social psychology of telecommunications , 1976 .

[6]  Shrikanth S. Narayanan,et al.  A review of ASR technologies for children's speech , 2009, WOCCI.

[7]  Ana Paiva,et al.  "Why Can't We Be Friends?" An Empathic Game Companion for Long-Term Interaction , 2010, IVA.

[8]  Izak Benbasat,et al.  An investigation into the effects of Text-To-Speech voice and 3D avatars on the perception of presence and flow of live help in electronic commerce , 2005, TCHI.

[9]  Ben J. A. Kröse,et al.  Enjoyment, intention to use and actual use of a conversational robot by elderly people , 2008, 2008 3rd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[10]  C. Boreham,et al.  The physical activity, fitness and health of children , 2001, Journal of sports sciences.

[11]  Bonnie G. Berger,et al.  Motivating People to Be Physically Active , 2002 .

[12]  Shaobo Huang,et al.  How to train your DragonBot: Socially assistive robots for teaching children about nutrition through play , 2014, The 23rd IEEE International Symposium on Robot and Human Interactive Communication.

[13]  Jay G. Wilpon,et al.  Voice communication between humans and machines , 1994 .

[14]  Mel Slater,et al.  Place illusion and plausibility can lead to realistic behaviour in immersive virtual environments , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[15]  Pierre-Yves Oudeyer,et al.  An integrated system for teaching new visually grounded words to a robot for non-expert users using a mobile device , 2009, 2009 9th IEEE-RAS International Conference on Humanoid Robots.

[16]  Cynthia Breazeal,et al.  MeBot: a robotic platform for socially embodied presence , 2010, HRI.

[17]  María Malfaz,et al.  Multimodal Human-Robot Interaction Framework for a Personal Robot , 2006, ROMAN 2006 - The 15th IEEE International Symposium on Robot and Human Interactive Communication.

[18]  Cynthia Breazeal,et al.  MeBot: A robotic platform for socially embodied telepresence , 2010, 2010 5th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[19]  Manuela M. Veloso,et al.  Interactive robot task training through dialog and demonstration , 2007, 2007 2nd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[20]  L. Tickle-Degnen,et al.  The Nature of Rapport and Its Nonverbal Correlates , 1990 .

[21]  Marek P. Michalowski,et al.  Keepon : A Playful Robot for Research, Therapy, and Entertainment (Original Paper) , 2009 .

[22]  Tony Belpaeme,et al.  A touchscreen-based ‘Sandtray’ to facilitate, mediate and contextualise human-robot social interaction , 2012, 2012 7th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[23]  Izak Benbasat,et al.  Online Consumer Trust and Live Help Interfaces: The Effects of Text-to-Speech Voice and Three-Dimensional Avatars , 2005, Int. J. Hum. Comput. Interact..

[24]  Paul Skalski,et al.  The Role of Social Presence in Interactive Agent-Based Persuasion , 2007 .

[25]  Marek P. Michalowski,et al.  Keepon , 2009, Int. J. Soc. Robotics.

[26]  Ana Paiva,et al.  Socially Present Board Game Opponents , 2012, Advances in Computer Entertainment.