北京邮电大学学报(社会科学版) ›› 2023, Vol. 25 ›› Issue (2): 48-55.doi: 10.19722/j.cnki.1008-7729.2022.0111

• 网络文化 • 上一篇    下一篇

智能算法视域下网络短视频运行逻辑、价值遮蔽及协同引导路径研究

刘德群(1980—),男,山东郓城人,硕士,副教授   

  1. 人工智能算法在网络短视频传播中的操控力越来越强,主要表现在内容推荐更加个性化、定制化,内容审核更加智能化。平台公司依赖大数据流动监视,成为真正当家人。短视频推荐算法的运行逻辑,反映出流量至上和商业利益优先的算法价值观。短视频推荐算法还存在同类信息推荐和信息窄化推荐、隐私泄露、算法歧视、僭越文化决策等价值遮蔽问题。需要政府、行业协会、媒体平台、用户等多方行动,协同引导算法权力的优化。
  • 出版日期:2023-04-30 发布日期:2023-05-09
  • 作者简介:刘德群(1980—),男,山东郓城人,硕士,副教授
  • 基金资助:
    安徽省高校人文社科研究重点项目(SK2021A0728)

Running Logic, Value Masking and Coordinated Guidance Path of Network Short Video in View of Intelligent Algorithms

  1. School of Literature and Media, Chizhou University
  • Online:2023-04-30 Published:2023-05-09

摘要: 人工智能算法在网络短视频传播中的操控力越来越强,主要表现在内容推荐更加个性化、定制化,内容审核更加智能化。平台公司依赖大数据流动监视,成为真正当家人。短视频推荐算法的运行逻辑,反映出流量至上和商业利益优先的算法价值观。短视频推荐算法还存在同类信息推荐和信息窄化推荐、隐私泄露、算法歧视、僭越文化决策等价值遮蔽问题。需要政府、行业协会、媒体平台、用户等多方行动,协同引导算法权力的优化。

关键词: 智能算法, 短视频, 价值遮蔽, 协同引导

Abstract: Artificial intelligence algorithms have become more and more powerful in the transmission of short videos on the Internet, mainly manifested in more personalized and customized content recommendation, more intelligent content review, and platform companies relying on big data flow monitoring to become real masters. The running logic of short video recommendation algorithms reflects the algorithmic value of excessive focus on viewership and commercial interests first. Short video recommendation algorithms have some value masking problems such as similar information recommendation and information narrowing recommendation, privacy leaks, algorithm discrimination, and intervening in cultural decision-making. The optimization and guidance of algorithmic power requires the coordinated guidance of the government, industry associations, media platforms, users and other parties.

Key words: intelligent algorithm, short video, value masking, coordinated guidance

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