Pilot Study for Dynamic Trust Estimation in Human-Robot Collaboration

This paper reports on a pilot study for investigating the relation between observable data from users and their trust estimation in Human Robot Collaboration. Two experiments have been set up that contain different situational risks (as one of the pre-requisites for trust investigation). Here we report on one of these. Preliminary results are promising and show a correlation between risk factors, observable behavior and subjective trust estimations.

[1]  Ass,et al.  Can computers be teammates? , 1996 .

[2]  Kristin E. Schaefer,et al.  The Perception And Measurement Of Human-robot Trust , 2013 .

[3]  Neera Jain,et al.  Real-Time Sensing of Trust in Human-Machine Interactions , 2016 .

[4]  Gareth R. Jones,et al.  The experience and evolution of trust: Implications for cooperation and teamwork , 1998 .

[5]  David W. Aha,et al.  Learning Trustworthy Behaviors Using an Inverse Trust Metric , 2016 .

[6]  Gregory Dudek,et al.  OPTIMo: Online Probabilistic Trust Inference Model for Asymmetric Human-Robot Collaborations , 2015, 2015 10th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[7]  A. Mehrabian Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament , 1996 .

[8]  Philip Webb,et al.  The Development of a Scale to Evaluate Trust in Industrial Human-robot Collaboration , 2015, International Journal of Social Robotics.

[9]  Manfred Tscheligi,et al.  The USUS Evaluation Framework for Human-Robot Interaction , 2009 .

[10]  Tamera R. Schneider,et al.  The Measurement of the Propensity to Trust Automation , 2019, HCI.

[11]  John D. Lee,et al.  Trust in Automation: Designing for Appropriate Reliance , 2004, Hum. Factors.

[12]  Ehud Sharlin,et al.  Toward Acceptable Domestic Robots: Applying Insights from Social Psychology , 2009, Int. J. Soc. Robotics.

[13]  Rosemarie E. Yagoda,et al.  You Want Me to Trust a ROBOT? The Development of a Human–Robot Interaction Trust Scale , 2012, International Journal of Social Robotics.

[14]  B. J. Fogg,et al.  Can computer personalities be human personalities? , 1995, Int. J. Hum. Comput. Stud..

[15]  Danica Kragic,et al.  Human-Robot Collaboration: From Psychology to Social Robotics , 2017, ArXiv.

[16]  C. Nass,et al.  Machines and Mindlessness , 2000 .

[17]  Ben J. A. Kröse,et al.  Relating conversational expressiveness to social presence and acceptance of an assistive social robot , 2010, Virtual Reality.