论文标题
Facebook-Cambridge Analytica数据丑闻之后，信息隐私问题的区域差异
Regional Differences in Information Privacy Concerns After the Facebook-Cambridge Analytica Data Scandal
论文作者
论文摘要
尽管全球对数据隐私的关注越来越多，但他们当前的大多数理论理解都是基于在几个国家进行的研究。先前的工作认为，人们的文化背景可能会影响他们的隐私问题。因此，我们可以期望来自不同世界地区的人们以各种方式概念化他们。我们收集并分析了有关西班牙语和英语的#CambridGeanalytica丑闻的大型推文数据集，以开始探索这一假设。我们采用单词嵌入和定性分析来确定存在哪些信息隐私问题，并在对这些问题的重点中表征语言和区域差异。我们的结果表明，可以将相关概念（例如法规）添加到当前信息隐私框架中。我们还观察到与西班牙语相比，英语收集数据收集的重视程度更高。此外，与正在研究的其他地区相比，来自北美的数据表现出对意识的关注更窄。我们的结果要求对全球数据隐私问题的数据源和细微的分析来源。
While there is increasing global attention to data privacy, most of their current theoretical understanding is based on research conducted in a few countries. Prior work argues that people's cultural backgrounds might shape their privacy concerns; thus, we could expect people from different world regions to conceptualize them in diverse ways. We collected and analyzed a large-scale dataset of tweets about the #CambridgeAnalytica scandal in Spanish and English to start exploring this hypothesis. We employed word embeddings and qualitative analysis to identify which information privacy concerns are present and characterize language and regional differences in emphasis on these concerns. Our results suggest that related concepts, such as regulations, can be added to current information privacy frameworks. We also observe a greater emphasis on data collection in English than in Spanish. Additionally, data from North America exhibits a narrower focus on awareness compared to other regions under study. Our results call for more diverse sources of data and nuanced analysis of data privacy concerns around the globe.
