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Deep Dive into Anonymity: Large Scale Analysis of Quora Questions

机译：深入潜入匿名：大规模分析Quora问题

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Anonymity forms an integral and important part of our digital life. It enables us to express our true selves without the fear of judgment. In this paper, we investigate the different aspects of anonymity in the social Q&A site Quora. Quora allows users to explicitly post anonymous questions and such activity in this forum has become normative rather than a taboo. Through an analysis of millions of questions, we observe that at a global scale almost no difference manifests between the linguistic structure of the anonymous and the non-anonymous questions posted on Quora. We find that topical mixing at the global scale to be the primary reason for the absence. However, the differences start to feature once we "deep dive" and (topically) cluster the questions and compare them. In particular, we observe that the choice to post the question as anonymous is dependent on the user's perception of anonymity and they often choose to speak about depression, anxiety, social ties and personal issues under the guise of anonymity. Subsequently, to gain further insights, we build an anonymity grid to identify the differences in the perception on anonymity of the user posting the question and the community of users answering it. We also look into the first response time of the questions and observe that it is lowest for topics which talk about personal and sensitive issues, which hints toward a higher degree of community support.
机译：匿名形成了我们数字生活的一体化和重要的部分。它使我们能够表达我们的真实自我而不会担心判断。在本文中，我们调查了社会问答网站Quora中匿名性的不同方面。 Quora允许用户明确地发布匿名问题，此论坛中的此类活动变得规范，而不是禁忌。通过分析数百万个问题，我们观察到在全球规模上，匿名和非匿名问题的语言结构之间几乎没有差异表现在Quora上。我们发现在全球范围内的局部混合是缺席的主要原因。但是，一旦我们“深潜水”和（局部地）聚集问题并比较它们，差异开始了特征。特别是，我们观察到作为匿名问题的选择依赖于用户对匿名的看法，他们经常选择谈论宣称幌子下的抑郁，焦虑，社会关系和个人问题。随后，为了获得进一步的见解，我们建立了一个匿名网格，以确定对用户发布问题的匿名性的看法和接听它的用户社区的差异。我们还研究了问题的第一个响应时间，并观察到谈论个人和敏感问题的话题是最低的，这提示了更高程度的社区支持。

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