科技情报研究2024，Vol.6Issue(2)：42-57,16.DOI:10.19809/j.cnki.kjqbyj.2024.02.005
基于LDA主题模型的社交媒体隐私政策合规性评价研究
An Evaluation of Social Media Privacy Policy Compliance Based on LDA Topic Modeling
摘要
Abstract
[Purpose/significance]In today's increasingly important personal information protection,the compliance evaluation study of social media privacy policies in China is conducted to provide reference for improving social media privacy policies and strengthening personal information protection.[Method/processes]The article selects 28 commonly used social media and comparatively analyzed their privacy policy texts based on LDA topic model,completeness evaluation and reading sense analysis.[Result/conclusion]It is found that with the introduction of relevant information protection laws,social media has made positive progress in privacy protection and information security,but there existed room for further improvement in terms of policy integrity,protection of special groups and readability.In the future,improvements can be made in 3 aspects:legal construction and user rights protection,special groups protection and text readability.关键词
社交媒体/隐私政策/LDA主题模型/情感分析/信息保护/合规性评价Key words
social media/privacy policy/LDA topic modeling/sentiment analysis/information protection/compliance evaluation分类
社会科学引用本文复制引用
徐绪堪,李溢,唐津..基于LDA主题模型的社交媒体隐私政策合规性评价研究[J].科技情报研究,2024,6(2):42-57,16.基金项目
国家社会科学基金重大项目"总体国家安全观下重大突发事件的智能决策情报体系研究"(20&ZD125) （20&ZD125）
河海大学中央高校业务费资助项目"水工程文化遗产组织与管理研究"(编号:B220207038). （编号:B220207038）
