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Collecting naturally expressed affective responses for training an emotional response predictor utilizing voting on content
Collecting naturally expressed affective responses for training an emotional response predictor utilizing voting on content
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机译:收集自然表达的情感反应,以利用对内容的投票来训练情绪反应预测因子
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摘要
Described herein are systems, methods, and computer program products for collecting naturally expressed affective responses for training an emotional response predictor utilizing voting on content. In one embodiment, a label generator is configured to receive a vote, provided by a user, on a segment of content consumed by the user. The label generator determines whether the user consumed the segment during a duration that is shorter than a predetermined threshold, and utilizes the vote to generate a label related to an emotional response to the segment. A training module receives the label and measurement of an affective response of the user taken, at least in part, during a period that starts at most 30 seconds before the vote is provided, and trains the emotional response predictor with the measurement and the label.
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