Contextual Modeling of Personality States' Dynamics in Face-to-Face Interactions
In this paper, we investigate the effectiveness of several dynamic graphical models for the task of personality states classification in a meeting scenario. Personality states are defined in social psychology literature as specific behavioral episodes in which a given subject exposes behaviors connected to a certain personality trait. The personality states we are addressing are those corresponding to the Big Five traits.