Robot-specific social cues in emotional body language

Humans use very sophisticated ways of bodily emotion expression combining facial expressions, sound, gestures and full body posture. Like others, we want to apply these aspects of human communication to ease the interaction between robots and users. In doing so we believe there is a need to consider what abstraction of human social communicative behaviors is appropriate for robots. The study reported in this paper is a pilot study to not offer simulated emotion but to offer an abstracted robot version of emotion expressions and an evaluation to what extent users interpret these robot expressions as the intended emotional states. To this end, we present the mobile, mildly humanized robot Daryl, for which we created six motion sequences that combine human-like, animal-like, and robot-specific social cues. The results of a user study (N=29) show that despite the absence of facial expressions and articulated extremities, subjects' interpretation of Daryl's emotional states were congruent with the abstracted emotion display. These results demonstrate that abstract displays of emotion that combine human-like, animal-like, and robot-specific modalities could in fact be an alternative to complex facial expressions and will feed into ongoing work identifying robot-specific social cues.

[1]  Peter Robinson,et al.  Detecting Affect from Non-stylised Body Motions , 2007, ACII.

[2]  Ashish Kapoor,et al.  Automatic prediction of frustration , 2007, Int. J. Hum. Comput. Stud..

[3]  John Lasseter,et al.  Principles of traditional animation applied to 3D computer animation , 1987, SIGGRAPH.

[4]  Hatice Gunes,et al.  Bi-modal emotion recognition from expressive face and body gestures , 2007, J. Netw. Comput. Appl..

[5]  J. Dovidio,et al.  Dimensions of “uniquely” and “non‐uniquely” human emotions , 2004 .

[6]  Aryel Beck,et al.  Towards an Affect Space for robots to display emotional body language , 2010, 19th International Symposium in Robot and Human Interactive Communication.

[7]  K. Scherer What are emotions? And how can they be measured? , 2005 .

[8]  C. Darwin The Expression of the Emotions in Man and Animals , .

[9]  P. De Silva,et al.  Handbook of Cognition and Emotion , 2001 .

[10]  H. Ishiguro,et al.  Geminoid: Teleoperated Android of an Existing Person , 2007 .

[11]  Hiroshi Ishiguro,et al.  Evaluating facial displays of emotion for the android robot Geminoid F , 2011, 2011 IEEE Workshop on Affective Computational Intelligence (WACI).

[12]  Peter F. Driessen,et al.  Gesture-Based Affective Computing on Motion Capture Data , 2005, ACII.

[13]  Illah R. Nourbakhsh,et al.  A survey of socially interactive robots , 2003, Robotics Auton. Syst..

[14]  J. L.,et al.  Expression of the Emotions , 1887, Nature.

[15]  H. Wallbott Bodily expression of emotion , 1998 .

[16]  Antonio Camurri,et al.  Recognizing emotion from dance movement: comparison of spectator recognition and automated techniques , 2003, Int. J. Hum. Comput. Stud..

[17]  Cynthia Breazeal,et al.  Emotion and sociable humanoid robots , 2003, Int. J. Hum. Comput. Stud..

[18]  L. Cañamero,et al.  Interpretation of emotional body language displayed by robots , 2010, AFFINE '10.

[19]  Illah R. Nourbakhsh,et al.  The role of expressiveness and attention in human-robot interaction , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[20]  Carl-Walter Kohlmann,et al.  Untersuchungen mit einer deutschen Version der "Positive and Negative Affect Schedule" (PANAS). , 1996 .

[21]  Kenji Amaya,et al.  Emotion from Motion , 1996, Graphics Interface.

[22]  R. Plutchik Emotion, a psychoevolutionary synthesis , 1980 .

[23]  Myung Jin Chung,et al.  A Linear Affect–Expression Space Model and Control Points for Mascot-Type Facial Robots , 2007, IEEE Transactions on Robotics.

[24]  Ronald C. Arkin,et al.  Behavioral overlays for non-verbal communication expression on a humanoid robot , 2007, Auton. Robots.

[25]  E. Hall,et al.  The Hidden Dimension , 1970 .

[26]  Christoph Bartneck,et al.  Interacting with an embodied emotional character , 2003, DPPI '03.

[27]  Armin Bruderlin,et al.  Perceiving affect from arm movement , 2001, Cognition.

[28]  C. Darwin,et al.  The Expression of the Emotions in Man and Animals , 1956 .

[29]  Norman I. Badler,et al.  Interpreting movement manner , 2000, Proceedings Computer Animation 2000.