Music recommendation service based on user impressions: Study of user interface acquiring appropriate impression words

YuJia Han, M. Nakano, M. Oguchi
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Abstract

In recent years, with music streaming services becoming widespread, millions of songs have been made accessible on the Internet. However, music is not just entertainment but is used for various purposes in our lives, starting from the background music of shopping centers to music therapies. It is difficult to effectively select a single song from several songs based on a specific use scene. In this study, we propose a music recommendation method suitable for the elderly who have difficulty using advanced technology. We introduce a music database mapped to the emotional space, as well as interactive robots and agents, to achieve the appropriate atmosphere and users’ desired emotions. Finally, we consider a mechanism for obtaining appropriate impression (emotional) words from the elderly.
基于用户印象的音乐推荐服务:用户界面获取合适印象词的研究
近年来,随着音乐流媒体服务的普及,数以百万计的歌曲已经可以在互联网上访问。然而,音乐不仅仅是娱乐,它在我们的生活中有各种各样的用途,从购物中心的背景音乐到音乐疗法。很难根据特定的使用场景从几首歌曲中有效地选择一首歌曲。在本研究中,我们提出了一种适合老年人使用先进技术有困难的音乐推荐方法。我们引入映射到情感空间的音乐数据库,以及交互式机器人和代理,以实现适当的氛围和用户期望的情感。最后,我们考虑了一种从老年人那里获得适当印象(情感)词的机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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