title: Collective Behaviour in Video Viewing: A Thermodynamic Analysis of Gaze Position.
abstract: Videos and commercials produced for large audiences can elicit mixed opinions. We wondered whether this diversity is also reflected in the way individuals watch the videos. To answer this question, we presented 65 commercials with high production value to 25 individuals while recording their eye movements, and asked them to provide preference ratings for each video. We find that gaze positions for the most popular videos are highly correlated. To explain the correlations of eye movements, we model them as "interactions" between individuals. A thermodynamic analysis of these interactions shows that they approach a "critical" point such that any stronger interaction would put all viewers into lock-step and any weaker interaction would fully randomise patterns. At this critical point, groups with similar collective behaviour in viewing patterns emerge while maintaining diversity between groups. Our results suggest that popularity of videos is already evident in the way we look at them, and that we maintain diversity in viewing behaviour even as distinct patterns of groups emerge. Our results can be used to predict popularity of videos and commercials at the population level from the collective behaviour of the eye movements of a few viewers.
authors.affiliation: Levich Institute and Physics Department, City College of New York, New York, NY, United States of America.
authors.forename: Kate
authors.initials: K
authors.lastname: Burleson-Lesser
authors.affiliation: Levich Institute and Physics Department, City College of New York, New York, NY, United States of America.
authors.forename: Flaviano
authors.initials: F
authors.lastname: Morone
authors.affiliation: Neuromatters LLC, New York, NY, United States of America.
authors.forename: Paul
authors.initials: P
authors.lastname: DeGuzman
authors.affiliation: Biomedical Engineering Department, City College of New York, New York, NY, United States of America.
authors.forename: Lucas C
authors.initials: LC
authors.lastname: Parra
authors.affiliation: Levich Institute and Physics Department, City College of New York, New York, NY, United States of America.
authors.forename: Hernán A
authors.initials: HA
authors.lastname: Makse
mesh_terms: D001519:Behavior; D005133:Eye Movements; D005403:Fixation, Ocular / Q000502:physiology*; D006801:Humans; D015233:Models, Statistical; D013816:Thermodynamics; D014741:Video Recording