衡量YouTube的用户留存率

E. Altman, T. Jiménez
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引用次数: 9

摘要

一个视频在YouTube上走红有很多方面。这些包括视频的属性,如其标题和缩略图的吸引力,YouTube的推荐政策,营销和广告政策以及视频的创作者或所有者在社交网络中的影响力。在这项工作中,我们研究了YouTube提供给视频创作者的观众保留措施,这可能为改进视频和更好地了解观众对视频的潜在兴趣提供有价值的信息。然后我们研究了一个问题,什么时候视频太长,可以从缩短中获益。我们检验了几种现有的用户留存率衡量标准之间的一致性。最后,我们提出了一种新的用户留存措施,并确定了其优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring Audience Retention in YouTube
There exist many aspects involved in a video turning viral on YouTube. These include properties of the video such as the attractiveness of its title and thumbnail, the recommendation policy of YouTube, marketing and advertising policies and the influence that the video's creator or owner has in social networks. In this work, we study audience retention measures provided by YouTube to video creators which may provide valuable information for improving the videos and for better understanding the viewers' potential interests in them. We then study the question of when is a video too long and can gain from being shortened. We examine consistency between several existing audience retention measures. We end in a proposal for a new audience retention measure and identify its advantages.
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