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Collecting naturally expressed affective responses for training an emotional response predictor utilizing voting on a social network
Collecting naturally expressed affective responses for training an emotional response predictor utilizing voting on a social network
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机译：收集自然表达的情感反应，以利用社交网络上的投票训练情绪反应预测因子
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摘要
Collecting naturally expressed affective responses for training an emotional response. In one embodiment, a label generator is configured to receive a vote of a user on a segment of content consumed by the user on a social network. 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. The predetermined threshold is selected such that, while consuming the segment in a period of time shorter than the predetermined threshold, the user is likely to have a single dominant emotional response to the segment. A training module receives the label and measurement of an affective response of the user taken during the duration, and trains an emotional response predictor with the measurement and the label.
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