了解日常活动中的音乐聆听意图与情境音乐推荐的含义

Sergey Volokhin, Eugene Agichtein
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引用次数: 35

摘要

我们为什么要听音乐?这个问题有多少人就有多少答案,答案可能会随着一天中的时间和听者的活动而变化。我们设想了一个背景音乐搜索和推荐系统,它可以在当前的背景下向用户推荐合适的音乐。作为朝着这个方向迈出的重要一步,我们开始了解用户听音乐的意图,以及他们如何与日常活动联系起来。为了做到这一点,我们进行了一项调查,分析了不同年龄和不同国家的人听音乐的原因和时间。由此产生的常见音乐意图的类别,以及意图和活动的关联,可能有助于指导上下文音乐推荐系统的开发和评估。
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Understanding Music Listening Intents During Daily Activities with Implications for Contextual Music Recommendation
Why do we listen to music? This question has as many answers as there are people, which may vary by time of day, and the activity of the listener. We envision a contextual music search and recommendation system, which could suggest appropriate music to the user in the current context. As an important step in this direction, we set out to understand what are the users» intents for listening to music, and how they relate to common daily activities. To accomplish this, we conduct and analyze a survey of why and when people of different ages and in different countries listen to music. The resulting categories of common musical intents, and the associations of intents and activities, could be helpful for guiding the development and evaluation of contextual music recommendation systems.
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