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短视频沉迷中的智能推荐算法反思与规制

杨美玲 潘静

网络安全与数据治理2025,Vol.44Issue(11):79-85,92,8.
网络安全与数据治理2025,Vol.44Issue(11):79-85,92,8.DOI:10.19358/j.issn.2097-1788.2025.11.013

短视频沉迷中的智能推荐算法反思与规制

Reflection and regulation of intelligent recommendation algorithms in short video addiction

杨美玲 1潘静1

作者信息

  • 1. 北京邮电大学 人文学院,北京 100876
  • 折叠

摘要

Abstract

The proliferation of short video addiction is closely associated with the deep-seated application of intelligent recommen-dation algorithms,emerging as a significant issue affecting individual development and social governance.Intelligent recommenda-tion algorithms continuously capture users′attention through the technical closed-loop of"data profiling—enhanced push—instant feedback",thereby inducing systemic public health risks.The current governance framework shows remarkable lag at the algorith-mic level,mainly manifested in vague criteria for algorithmic liability determination,insufficient legislation,and fragmented regu-latory mechanisms.Therefore,the governance of intelligent recommendation algorithms in short video addiction should adopt a laddered governance path based on technical characteristics,guided by social impacts,and guaranteed by legal responses:at the legal level,clarify the standards for identifying addiction,and establish the algorithm risk classification and three-party liability system;at the regulatory level,establish a dynamic monitoring mechanism for algorithms,and implement regulatory sandboxes and stepwise interventions;at the multi-stakeholder co-governance level,improve industry self-regulation,smooth channels for public participation,and promote the alignment of international rules.It is expected to provide practical approaches for tackling algorithm-driven addiction and offer paradigmatic reference for the legal regulation of technological risks in the digital era.

关键词

短视频/沉迷/智能推荐算法/法律规制/多元共治

Key words

short video/addiction/intelligent recommendation algorithm/legal regulation/multi-stakeholder governance

分类

政治法律

引用本文复制引用

杨美玲,潘静..短视频沉迷中的智能推荐算法反思与规制[J].网络安全与数据治理,2025,44(11):79-85,92,8.

网络安全与数据治理

2097-1788

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