Inside Out or Not: Privacy Implications of Emotional Disclosure

Elham Naghizade, Kaixin Ji, Benjamin Tag, Flora Salim
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Abstract

Privacy is dynamic, sensitive, and contextual, much like our emotions. Previous studies have explored the interplay between privacy and context, privacy and emotion, and emotion and context. However, there remains a significant gap in understanding the interplay of these aspects simultaneously. In this paper, we present a preliminary study investigating the role of emotions in driving individuals' information sharing behaviour, particularly in relation to urban locations and social ties. We adopt a novel methodology that integrates context (location and time), emotion, and personal information sharing behaviour, providing a comprehensive analysis of how contextual emotions affect privacy. The emotions are assessed with both self-reporting and electrodermal activity (EDA). Our findings reveal that self-reported emotions influence personal information-sharing behaviour with distant social groups, while neutral emotions lead individuals to share less precise information with close social circles, a pattern is potentially detectable with wrist-worn EDA. Our study helps lay the foundation for personalised emotion-aware strategies to mitigate oversharing risks and enhance user privacy in the digital age.
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内向与否:情感披露对隐私的影响
隐私是动态的、敏感的、与情境相关的,就像我们的情绪一样。以前的研究已经探索了隐私与情境、隐私与情绪、情绪与情境之间的相互作用。在本文中,我们提出了一项初步研究,调查情绪在推动个人信息共享行为中的作用,尤其是与城市地点和社会关系的关系。我们采用了一种新颖的方法,将情境(地点和时间)、情绪和个人信息分享行为结合起来,对情境情绪如何影响隐私进行了全面分析。情绪通过自我报告和耳皮活动(EDA)进行评估。我们的研究结果表明,自我报告的情绪会影响与较远社交群体的个人信息分享行为,而中性情绪则会导致个人与较近社交圈的人分享较不精确的信息,这种模式有可能通过腕戴式 EDA 检测到。
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