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English(EN) Content Exploration Beyond the Feed: Creator Supply and the Shared Corpus

研究探讨创作者供给对短视频平台的影响

作者 PulseAugur 编辑部 · [2 个来源] ·

一篇题为《内容探索超越信息流：创作者供给与共享语料库》的研究论文分析了短视频平台上的实验，以了解内容探索对创作者参与度和观众参与度的影响。研究发现，增加探索导致每个创作者发布的视频数量增加，并且有更多的创作者积极发布内容，而对观众参与度没有立即的负面影响。然而，一项为期一年的观众剔除实验显示，视频观看次数略有增加，但总观看时长有所下降，这表明参与的数量和质量之间存在权衡。 AI

影响 这项研究为推荐系统和创作者经济提供了见解，对于优化内容分发和创作者参与度的平台具有参考价值。

排序理由 该集群包含一篇发表在arXiv上的研究论文。[lever_c_demoted from research: ic=2 ai=0.4]

在 arXiv cs.IR (Information Retrieval) 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

研究探讨创作者供给对短视频平台的影响

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该集群包含一篇发表在arXiv上的研究论文。[lever_c_demoted from research: ic=2 ai=0.4]
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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Yuanyuan Shen, Yiren Yan, Wenjie Li, Chunhui Zhu ·

    内容探索超越信息流：创作者供给与共享语料库

    arXiv:2608.29430v1 Announce Type: cross Abstract: Industrial recommenders give new content initial views through budgeted exploration, then use early performance to decide further delivery. On many short-video platforms, exploration is the primary way new videos reach viewers. Vi…

  2. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Chunhui Zhu ·

    内容探索超越信息流：创作者供给与共享语料库

    Industrial recommenders give new content initial views through budgeted exploration, then use early performance to decide further delivery. On many short-video platforms, exploration is the primary way new videos reach viewers. Viewer-side tests measure consumption; the published…

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