Audience preferences are predicted by temporal reliability of neural processing

Предпочтения аудитории предсказываются временной надежностью нейронной обработки
Jacek Dmochowski, Matthew A. Bezdek, Brian P. Abelson, J. Scott Johnson, Eric H. Schumacher, Lucas C. Parra
2014-07-29

BOLD activationaudience preferencesencephalographic responsesinter-subject correlationsocial media activity
Naturalistic stimuli evoke highly reliable brain activity across viewers. Here we record neural activity from a group of naive individuals while viewing popular, previously-broadcast television content for which the broad audience response is characterized by social media activity and audience ratings. We find that the level of inter-subject correlation in the evoked encephalographic responses predicts the expressions of interest and preference among thousands. Surprisingly, ratings of the larger audience are predicted with greater accuracy than those of the individuals from whom the neural data is obtained. An additional functional magnetic resonance imaging study employing a separate sample of subjects shows that the level of neural reliability evoked by these stimuli covaries with the amount of blood-oxygenation-level-dependent (BOLD) activation in higher-order visual and auditory regions. Our findings suggest that stimuli which we judge favourably may be those to which our brains respond in a stereotypical manner shared by our peers.
1
An independent fMRI study links stimulus-evoked neural reliability to BOLD activation in higher-order visual and auditory regions.
2
Inter-subject correlation of EEG responses to naturalistic television content predicts audience interest and preference measured through social media activity and ratings.
3
Neural response reliability predicts ratings from thousands of viewers more accurately than preferences of the individuals whose brain activity was recorded.
4
The findings suggest that favorably judged stimuli elicit stereotyped neural responses shared across viewers.

Neural responses to popular television content and corresponding audience reactions

Whether the temporal reliability and inter-subject correlation of evoked neural activity predict audience interest and preference, including their relationship to BOLD activation in higher-order visual and auditory regions

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2014-07-29
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Jacek Dmochowski
Matthew A. Bezdek
Brian P. Abelson
J. Scott Johnson
Eric H. Schumacher
Lucas C. Parra
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