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首页> 外文会议>International Conference on Social Informatics >It's Not Just About Sad Songs: The Effect of Depression on Posting Lyrics and Quotes
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It's Not Just About Sad Songs: The Effect of Depression on Posting Lyrics and Quotes

机译：这不仅仅是关于悲伤的歌曲：抑郁症对歌词和报价的影响

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When studying how mental illness may be reflected in people's social media use, content not written by the users is often ignored, because it might not reflect their own emotions. In this paper, we examine whether the mood of quotes posted on Facebook is affected by underlying symptoms of depression. We extracted quotes and song lyrics from the feeds of 781 Facebook users from the MyPersonality database who had also completed the CES-D depression scale. We found that participants with elevated depressive symptoms tend to post more song lyrics, especially lyrics with neutral or mixed sentiment. By analysing the topics of those lyrics, we found they center around overwhelming emotions, self-empowerment and retrospection of romantic relationships. Our findings suggest removing quotes, especially lyrics, might eliminate content that reflects users' mental health conditions.
机译：研究精神疾病如何反映在人们的社交媒体使用中，不忽视用户没有写的内容，因为它可能无法反映自己的情绪。在本文中，我们检查Facebook上发布的引号的情绪是否受到抑郁症的潜在症状的影响。我们从781 Facebook用户的Feed提取了来自MyPerseNality数据库的Feed的引号和歌曲歌词，他们也完成了CES-D抑郁级。我们发现，抑郁症状升高的参与者倾向于发布更多歌曲歌词，尤其是中性或混合情绪的歌词。通过分析这些歌词的主题，我们发现他们围绕着压倒性的情感，自我赋权和回顾浪漫关系。我们的调查结果表明，删除报价，尤其是歌词，可能会消除反映用户心理健康状况的内容。

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