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Emotion recognition music recommendation system and music recommendation method using the same
Emotion recognition music recommendation system and music recommendation method using the same
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机译:情感识别音乐推荐系统和音乐推荐方法使用相同
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摘要
The present invention relates to an emotion recognition music recommendation system and a music recommendation method using the same, wherein the emotion recognition music recommendation system collects mobile logs on the operation of the portable terminal according to the user's emotional state from a portable terminal possessed by the user. a log collecting unit, a model generator for constructing a neural network model for determining the user's emotion according to the operation of the portable terminal based on the mobile log; and collecting and collecting operation data on the operation of the portable terminal and an emotion recognition unit for determining the user's emotion by applying the operation data to the neural network model, and a music recommendation unit for recommending a recommended music corresponding to the user's emotion determined by the emotion recognition unit to the user. . The emotional recognition music recommendation system and the music recommendation method using the same according to the present invention build a neural network model based on user's mobile terminal usage information, determine the user's emotional state based on the neural network model, and select music corresponding to the emotional state. Since it is recommended, it has the advantage of being able to recommend music by more accurately understanding the user's emotional state.
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