Conceptions of privacy differ by culture. In the Internet age, digital tools continuously challenge the way users, technologists, and governments define, value, and protect privacy. National and supranational entities attempt to regulate privacy and protect data managed online. The European Union passed the General Data Protection Regulation (GDPR), which took effect on 25 May 2018. The research presented here draws on two years of media reporting on GDPR from French, German, UK, and US sources. We use the unsupervised machine learning method of topic modelling to compare the thematic structure of the news articles across time and geographic regions. Our work emphasises the relevance of regional differences regarding valuations of privacy and potential obstacles to the implementation of unilateral data protection regulation such as GDPR. We find that the topics and trends over time in GDPR media coverage of the four countries reflect the differences found across their traditional privacy cultures.
翻译:在互联网时代,数字工具不断挑战用户、技术人员和政府定义、价值和保护隐私的方式; 国家和超国家实体试图监管隐私和保护在线管理的数据; 欧洲联盟通过了2018年5月25日生效的一般数据保护条例(GDPR), 本文的研究借鉴了法国、德国、联合王国和美国来源两年来关于GDPR的媒体报道。 我们使用未经监督的机器学习主题模型方法,比较不同时间和地理区域的新闻文章的专题结构。 我们的工作强调在隐私估值方面区域差异的相关性,以及实施单方面数据保护条例(如GDPR)的潜在障碍。 我们发现,GDPR媒体对这四个国家的报道反映了其传统隐私文化的差异。