Flycasting: using collaborative filtering to generate a playlist for online radio

David B. Hauver, J. French
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引用次数: 47

Abstract

In recent years, the popularity of online radio has exploded. This new entertainment medium affords an opportunity not available to conventional broadcast radio: the instantaneous listening audience can be known, or what is more important, the musical tastes of the current listening audience can be known. Thus, it is possible in the new medium to tailor the playlist in real-time to the musical tastes of the listening audience. We discuss a method, termed flycasting, for using collaborative filtering techniques to generate a playlist in real-time based on the request histories of the current listening audience. We also describe a concrete implementation of the technique.
Flycasting:使用协同过滤为在线广播生成播放列表
近年来,网络广播的受欢迎程度呈爆炸式增长。这种新的娱乐媒介提供了传统广播电台无法提供的机会:可以了解即时听众,或者更重要的是,可以了解当前听众的音乐品味。因此,在新媒体中,可以根据听众的音乐品味实时定制播放列表。我们讨论了一种称为flycasting的方法,该方法使用协同过滤技术根据当前听众的请求历史实时生成播放列表。我们还描述了该技术的具体实现。
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