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实验中的干扰校正:抖音案例研究(英文版)

发布者:wx****81
2023-05-05
1 MB 18 页
人工智能(AI)
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实验中的干扰校正:抖音案例研究【英文版】.pdf
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英文标题:Correcting for Interference in Experiments: A Case Study at Douyin中文摘要:研究探讨了如何评估拥有干扰性的双边内容市场中的策略效果,发明了一种基于 Differences-in-Qs 技术的 Monte-Carlo 估计器,并在 Douyin 的实验平台上实现了它,取得了低偏差、低方差和 99% 的均方根误差降低。英文摘要:Interference is a ubiquitous problem in experiments conducted on two-sidedcontent marketplaces, such as Douyin (China's analog of TikTok). In many cases,creators are the natural unit of experimentation, but creators interfere witheach other through competition for viewers' limited time and attentio

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