BriefGPT.xyz
Aug, 2017
媒体流媒体的使用时间预测
Predicting Session Length in Media Streaming
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Theodore Vasiloudis, Hossein Vahabi, Ross Kravitz, Valery Rashkov
TL;DR
通过真实数据集，使用生存分析技术对移动在线服务中的会话时长进行了分析，针对会话开始时可用信息使用梯度提升树进行预测，本文提出的技术在真实数据上优于现有基线模型。
Abstract
session length
is a very important aspect in determining a user's satisfaction with a
media streaming service
. Being able to predict how long a session will last can be of great use for various downstream tasks,
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