Communicative Behavior and Physiology in Social Interactions

We introduce here a new experimental set-up that provides temporally aligned behavioral (including linguistic) together with physiological activity time-series recorded during social interactions. It brings the experimental approach closer to ecological social interactions while preserving important experimental features for transposing the set-up to other physiological and neurophysiological measures. The set-up is implemented as a full-size pilot study that contrasts two experimental factors: the nature of the agent the research participant interacts with (a human vs. a virtual agent) and the nature of the interaction (live vs. video). The analysis presented here focuses on investigating co-occurrences between electrodermal activity on the one hand and behaviors, speech and gaze in particular, on the other hand. We also investigated into the linguistic productions in order to evaluate the degree of communicative interaction as a function of the experimental conditions. We are reporting our first results on these different aspects, and argue that they pave the way for promising studies exploiting this set-up.

[1]  Fernando De la Torre,et al.  Supervised Descent Method and Its Applications to Face Alignment , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[2]  M. Benedek,et al.  Decomposition of skin conductance data by means of nonnegative deconvolution , 2010, Psychophysiology.

[3]  Maja Pantic,et al.  Social Signal Processing , 2017 .

[4]  Donald Laming,et al.  Information theory of choice-reaction times , 1968 .

[5]  E. Schegloff,et al.  A simplest systematics for the organization of turn-taking for conversation , 1974 .

[6]  P. Venables,et al.  Publication recommendations for electrodermal measurements. , 1981 .

[7]  Jan Gorisch,et al.  A SIP of CoFee : A Sample of Interesting Productions of Conversational Feedback , 2015, SIGDIAL Conference.

[8]  Maja Pantic,et al.  Social signal processing: Survey of an emerging domain , 2009, Image Vis. Comput..

[9]  Laurel D. Riek,et al.  Wizard of Oz studies in HRI , 2012, J. Hum. Robot Interact..

[10]  Daniel Hirst,et al.  SPeech Phonetization Alignment and Syllabification (SPPAS): a tool for the automatic analysis of speech prosody , 2012 .

[11]  Karl J. Friston,et al.  Model-based analysis of skin conductance responses: Towards causal models in psychophysiology. , 2013, Psychophysiology.

[12]  Catherine Pelachaud Greta: an Interactive Expressive Embodied Conversational Agent , 2015, AAMAS.

[13]  G. Cheng,et al.  Atypical modulation of hypothalamic activity by social context in ASD , 2015 .

[14]  Julia Hirschberg,et al.  Affirmative Cue Words in Task-Oriented Dialogue , 2012, CL.

[15]  Etienne de Sevin,et al.  GRETA: Towards an interactive conversational virtual Companion , 2010 .

[16]  G. Ben-Shakhar,et al.  Publication recommendations for electrodermal measurements. , 1981, Psychophysiology.

[17]  V. Yngve On getting a word in edgewise , 1970 .

[18]  J. Bavelas,et al.  Listeners as co-narrators. , 2000, Journal of personality and social psychology.