Behavioural comparison of human–animal (dog) and human–robot (AIBO) interactions

The behavioural analysis of human-robot interactions can help in developing socially interactive robots. The current study analyzes human-robot interaction with Theme software and the corresponding pattern detection algorithm. The method is based on the analysis of the temporal structure of the interactions by detecting T-patterns in the behaviour. We have compared humans' (children and adults) play behaviour interacting either with an AIBO or a living dog puppy. The analysis based on measuring latencies and frequencies of behavioural units suggested limited differences, e.g. the latency of humans touching the dog/AIBO was similar. In addition other differences could be accounted for by the limited abilities of the robot to interact with objects. Although the number of interactive T-patterns did not significantly differ among the groups but the partner's type (whether humans were playing with dog or AIBO) had a significant effect on the structure of the patterns. Both children and adults terminated T-patterns more frequently when playing with AIBO than when playing with the dog puppy, which suggest that the robot has a limited ability to engage in temporally structured behavioural interactions with humans. As other human studies suggest that the temporal complexity of the interaction is good measure of the partner's attitude, we suggest that more attention should be paid in the future to the robots' ability to engage in cooperative interaction with humans.

[1]  E. L. Harder,et al.  The Institute of Electrical and Electronics Engineers, Inc. , 2019, 2019 IEEE International Conference on Software Architecture Companion (ICSA-C).

[2]  Margaret Schneider People and Animals: A Timeless Relationship , 2005 .

[3]  Batya Friedman,et al.  Hardware companions?: what online AIBO discussion forums reveal about the human-robotic relationship , 2003, CHI '03.

[4]  Aude Billard,et al.  Robota: Clever toy and educational tool , 2003, Robotics Auton. Syst..

[5]  Wolfram Burgard,et al.  Experiences with an Interactive Museum Tour-Guide Robot , 1999, Artif. Intell..

[6]  Arvin Agah,et al.  Human interactions with intelligent systems: research taxonomy , 2000, Comput. Electr. Eng..

[7]  G. Thines,et al.  Behavioural processes , 1976, Behavioural Processes.

[8]  J. Millot,et al.  The Behavioural Sequences in the Communication System between the Child and his Pet Dog , 1986 .

[9]  Joelle Pineau,et al.  Towards robotic assistants in nursing homes: Challenges and results , 2003, Robotics Auton. Syst..

[10]  Vladimir Estivill-Castro,et al.  Dogs or Robots - Why do Children See Them as Robotic Pets Rather Than Canine Machines? , 2004, AUIC.

[11]  F. Kaplan Artificial Attachment : Will a robot ever pass Ainsworth ’ s Strange Situation Test ? , 2001 .

[12]  Ádám Miklósi,et al.  Co-operative interactions between blind persons and their dogs , 2001 .

[13]  F. Kaplan,et al.  Social behaviour of dogs encountering AIBO, an animal-like robot in a neutral and in a feeding situation , 2004, Behavioural Processes.

[14]  Kerstin Dautenhahn,et al.  A quantitative technique for analysing robot-human interactions , 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

[15]  J. Millot,et al.  Children and their pet dogs : How they communicate , 1988, Behavioural Processes.

[16]  M. Magnússon Hidden Real-Time Patterns in Intra- and Inter-Individual Behavior: Description and Detection , 1996 .

[17]  K. Grammer,et al.  The Courtship Dance: Patterns of Nonverbal Synchronization in Opposite-Sex Encounters , 1998 .

[18]  Magnus S. Magnusson,et al.  Repeated Patterns in Behavior and Other Biological Phenomena , 2004 .

[19]  A. Kerepesi,et al.  Detection of temporal patterns in dog–human interaction , 2005, Behavioural Processes.

[20]  M S Magnusson,et al.  Discovering hidden time patterns in behavior: T-patterns and their detection , 2000, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[21]  Gudberg K. Jonsson,et al.  Application to T-pattern detection and analysis in sport research , 2001 .

[22]  N. Rooney,et al.  Do dogs respond to play signals given by humans? , 2001, Animal Behaviour.

[23]  Joanne Pransky,et al.  AIBO – the No. 1 selling service robot , 2001 .

[24]  G. K. Jonsson,et al.  Initial Interpersonal Attraction between Mixed-Sex Dyad and Movement Synchrony , 2005 .

[25]  Pierre-Yves Oudeyer,et al.  Robotic clicker training , 2002, Robotics Auton. Syst..

[26]  J. Millot,et al.  New data on communication behaviour between the young child and his pet dog , 1986, Behavioural Processes.

[27]  Illah R. Nourbakhsh,et al.  An Affective Mobile Robot Educator with a Full-Time Job , 1999, Artif. Intell..

[28]  Batya Friedman,et al.  Robotic pets in the lives of preschool children , 2004, CHI EA '04.