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One Dimensional Turing-Like Handshake Test for Motor Intelligence
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A non-verbal Turing test: differentiating mind from machine in gaze-based social interaction.

Ulrich J Pfeiffer1, Bert Timmermans, Gary Bente

  • 1Neuroimaging Group, Department of Psychiatry and Psychotherapy, University Hospital Cologne, Cologne, Germany. ulrich.pfeiffer@uk-koeln.de

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Social interactions rely on gaze cues. This study used interactive eye-tracking to show that perceived humanness of a virtual character depends on gaze reaction congruency and contingency, influenced by the partner

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Area of Science:

  • Social Psychology
  • Human-Computer Interaction
  • Cognitive Science
  • Eye-Tracking Research

Background:

  • Gaze behavior is crucial in social perception, but prior research often used passive observation paradigms.
  • Real-life social encounters involve dynamic, reciprocal gaze adjustments.
  • Understanding factors influencing the perception of humanness in interactive agents is key.

Purpose of the Study:

  • To investigate how interactive gaze behavior influences the perception of humanness in a virtual character.
  • To examine the roles of gaze reaction congruency and contingency in attributing humanness.
  • To explore how the presumed disposition (naïve, cooperative, competitive) of an interacting partner affects these attributions.

Main Methods:

  • Utilized an interactive eye-tracking paradigm with an anthropomorphic virtual character.
  • Systematically varied the character's gaze reactions (aversion to following) in real-time.
  • Manipulated the perceived disposition of a human confederate interacting with participants.

Main Results:

  • Humanness attribution increased with gaze reaction congruency when interacting with a naïve partner.
  • Contingency, not congruency, drove humanness ascription with a cooperative partner.
  • Neither congruency nor contingency influenced humanness judgments with a competitive partner.

Conclusions:

  • Social interaction perception is influenced by gaze behavior dynamics.
  • Humans exhibit a default expectation of reciprocation in social interactions.
  • Presumed partner disposition (cooperation vs. competition) significantly modulates the interpretation of social cues.