Personality Synthesis Using Non-humanoid Cues

Currently there exists literature and research done on the role of personality in robots. However the existing research involves exhibiting personality on some platform which contains human cues. On the other hand, there exists little research on attempts to synthesize and exhibit personality without the use of any humanoid cues. In our research, we explore this challenge. In concrete, we define four parameters that modulate the migration behavior (motion path and schedule) of an information-seeking agent in a virtual 2D environment where only moving triangles and static rectangles reside. The presented model will be applicable to any mobile social robots. We setup five different agent behaviors as video stimuli and asked subjects to evaluate the agent’s personality based on the Big Five personality traits model. The results suggest that people perceive different personalities from different parameter settings. We will discuss the future direction and issues based on the results.

[1]  Samuel D. Gosling,et al.  Personalities of Self-Identified “Dog People” and “Cat People” , 2010 .

[2]  Matthew P. Aylett,et al.  Speech Synthesis for the Generation of Artificial Personality , 2020, IEEE Transactions on Affective Computing.

[3]  F. Heider,et al.  An experimental study of apparent behavior , 1944 .

[4]  Adriana Tapus,et al.  User—robot personality matching and assistive robot behavior adaptation for post-stroke rehabilitation therapy , 2008, Intell. Serv. Robotics.

[5]  A. Caspi,et al.  Resilient, overcontrolled, and undercontrolled boys: three replicable personality types. , 1996, Journal of personality and social psychology.

[6]  S. Gosling,et al.  A very brief measure of the Big-Five personality domains , 2003 .

[7]  Gabriella Lakatos,et al.  Emotion Attribution to a Non-Humanoid Robot in Different Social Situations , 2014, PloS one.

[8]  João Sequeira Can Social Robots Make Societies More Human? , 2018, Inf..

[9]  Alessandro Vinciarelli,et al.  A Survey of Personality Computing , 2014, IEEE Transactions on Affective Computing.

[10]  Lun Xie,et al.  Emotion Expression of Robot with Personality , 2013 .

[11]  S. Srivastava,et al.  The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. , 1999 .

[12]  Pino Cutrone,et al.  日本語版Ten Item Personality Inventory(TIPI-J)作成の試み , 2012 .

[13]  K. M. Lee,et al.  Can robots manifest personality? : An empirical test of personality recognition, social responses, and social presence in human-robot interaction , 2006 .

[14]  Etienne de Sevin,et al.  Evaluation of Four Designed Virtual Agent Personalities , 2012, IEEE Transactions on Affective Computing.

[15]  Kerstin Dautenhahn,et al.  Roles and functions of robots in human society: implications from research in autism therapy , 2003, Robotica.

[16]  T. Richardson,et al.  Resilients, overcontrollers and undercontrollers: A systematic review of the utility of a personality typology method in understanding adult mental health problems. , 2017, Clinical psychology review.

[17]  Markus Koppensteiner Perceiving personality in simple motion cues , 2011 .

[18]  Atsuo Takanishi,et al.  Experimental study on robot personality for humanoid head robot , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).