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社交媒体用户参与算法风险治理的影响因素研究

孟玺 李庆霜 霍帆帆

现代情报2025,Vol.45Issue(5):49-65,17.
现代情报2025,Vol.45Issue(5):49-65,17.DOI:10.3969/j.issn.1008-0821.2025.05.006

社交媒体用户参与算法风险治理的影响因素研究

Research on Influencing Factors of Social Media Users'Participation in Algorithmic Risk Governance

孟玺 1李庆霜 1霍帆帆2

作者信息

  • 1. 中国人民公安大学国家安全学院,北京 100038
  • 2. 中国科学技术信息研究所,北京 100038
  • 折叠

摘要

Abstract

[Purpose/Significance]To discuss the influencing factors of social media users'participation in algorith-mic risk governance will help to improve the effect of algorithmic risk governance in our country and improve the algorithmic governance system of multi-governance.[Method/Process]Based on Stimulus-Organism-Response(SOR)model frame-work,social cognitive theory and perceived value theory,the paper conducted an empirical study using survey data from 2313 questionnaires.[Result/Conclusion]The results show that:In the total effect model,algorithmic literacy,govern-ment regulation and platform algorithmic responsibility positively and observably affect users'willingness to participate in governance,and government regulation is the most influential stimulus.After adding the mediating variables of perceived benefit and perceived risk,algorithmic literacy and platform algorithmic responsibility have indirect effects on users'willing-ness to participate in governance through the partially mediating role of perceived benefit and perceived risk.Government regulation indirectly influences users'willingness to participate in governance through the completely mediating effect be-tween perceived benefit and perceived risk;Through calculation,the mediating effect of perceived benefit is more signifi-cant than that of perceived risk.The research conclusions provide a theoretical reference for improving China's algorithmic risk governance system,and has a positive practical guiding significance for motivating users to participate in the realization of multi-governance of algorithmic risks.

关键词

算法素养/政府规制/平台算法责任/用户参与/风险治理

Key words

algorithmic literacy/government regulation/platform algorithmic responsibility/user participation/risk governance

分类

社会科学

引用本文复制引用

孟玺,李庆霜,霍帆帆..社交媒体用户参与算法风险治理的影响因素研究[J].现代情报,2025,45(5):49-65,17.

基金项目

中国人民公安大学中央高校基本科研业务费基金项目"公安大数据智能分析过程中算法风险与规制研究"(项目编号:2024JKF21) (项目编号:2024JKF21)

2024北京高等教育本科教学改革创新项目"数智化赋能视角下思政案例云平台师生价值共创教学创新模式研究"(项目编号:202410041002). (项目编号:202410041002)

现代情报

OA北大核心

1008-0821

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