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Emotion recognition music recommendation system and music recommendation method using the same

机译:情感识别音乐推荐系统和音乐推荐方法使用相同

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.
机译:情绪识别音乐推荐系统和音乐推荐方法技术领域本发明涉及使用相同的音乐识别音乐推荐系统和音乐推荐方法,其中,情绪识别音乐推荐系统根据用户的情绪状态从由所拥有的便携式终端的情绪状态收集移动日志。用户。一种日志收集单元,用于构建神经网络模型的模型发生器,用于根据移动日志根据便携式终端的操作确定用户的情绪;通过将操作数据应用于神经网络模型来确定用户的情绪和用于确定用户情绪的操作数据以及用于建议与用户情绪相对应的推荐音乐的音乐推荐单元来确定用户情绪的操作数据由情绪识别单元给用户。 。根据本发明的使用相同的情绪识别音乐推荐系统和音乐推荐方法基于用户的移动终端使用信息构建神经网络模型,基于神经网络模型确定用户的情绪状态,并选择对应的音乐情绪状态。由于建议,它具有能够通过更准确地理解用户的情绪状态来推荐音乐的优势。

著录项

  • 公开/公告号KR20210119184A

    专利类型

  • 公开/公告日2021-10-05

    原文格式PDF

  • 申请/专利权人 광주과학기술원;

    申请/专利号KR20200035762

  • 发明设计人 홍진혁;

    申请日2020-03-24

  • 分类号G06Q50/10;G06N3/08;G06Q30/02;G06Q30/06;G06Q50;H04M1/725;

  • 国家 KR

  • 入库时间 2022-08-24 21:27:19

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