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Description:Crowdsourcing Facial Responses to Online Videos Share The ability to collect biometric emotional data, such as facial expressions, at scale is a powerful tool. This same framework was used in a web-site promoted by forbes. Results from the success of the crowdsourcing comparing, including data distributions and an overview of the results, are presented. Abstract We present results validating a novel framework for collecting and analyzing facial responses to media content over the Internet. This system allowed 3, trackable face videos to be collected and analyzed in under two months. We characterize the data and present analysis of the smile responses of viewers to three commercials.
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