With the growing global emphasis on regulating the protection of personal information and increasing user expectation of the same, developing with privacy in mind is becoming ever more important. In this paper, we study the concerns, questions, and solutions developers discuss on Reddit forums to enhance our understanding of their perceptions and challenges while developing applications in the current privacy-focused world. We perform various forms of Natural Language Processing (NLP) on 437,317 threads from subreddits such as r/webdev, r/androiddev, and r/iOSProgramming to identify both common points of discussion and how these points change over time as new regulations are passed around the globe. Our results show that there are common trends in privacy topics among the different subreddits while the frequency of those topics differs between web and mobile applications.
翻译:随着全球对保护个人信息的监管不断增强,用户对此的期望也在不断提高,因此在开发应用程序时考虑隐私变得越来越重要。本文通过研究Reddit论坛上开发者讨论的关注点、问题和解决方案,以增进我们对于开发人员在当前以隐私为重点的世界下的看法和挑战的理解。我们针对来自r/webdev、r/androiddev和r/iOSProgramming等Subreddit的437,317个主题进行了各种自然语言处理(NLP),以确定讨论的普遍点以及这些点随着全球新法规的出台而如何变化。我们的结果表明,不同Subreddit之间的隐私主题有共同的趋势,而这些主题的频率则在Web和移动应用程序之间有所不同。