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在社交媒体上对博障碍的污名化:针对YouTube评论的定制深度学习方法

Johannes Singer¹

¹Gambling Research Center, University of Hohenheim, Schwerzstraße 44, 70599, Stuttgart, Germany. Johannes.singer@uni-hohenheim.de.

Harm reduction journal

|April 17, 2025

概括

围绕博障碍的耻辱在YouTube上普遍存在,用户经常指责个人并误解成. 脱的努力,特别是对于年轻人来说,对于改善寻求帮助的行为至关重要.

科学领域:

精神病学和行为科学
计算社会科学计算社会科学

背景情况:

博障碍患者的污名化是寻求治疗的重要障碍.
了解普遍存在的刻板印象是制定有效的脱黑策略的关键.

研究的目的:

为了检查德国围绕博障碍的耻辱.
分析YouTube上的用户评论,了解公众的看法.

主要方法:

使用了深度学习方法,结合了指导主题建模和定性总结内容分析.
分析了34个YouTube视频中的84,024条评论,重点关注两段关于克服博成的高参与度视频.
基于文献和数据嵌入的扩展性耻辱词典的开发.

主要成果:

在YouTube评论中发现了博障碍的实质性耻辱化,徒被归咎于他们的痛苦,并被指责不负责任.
博障碍经常被认为是道德上的失败,而不是健康状况.
许多使用者表现出对成的渐进性质和需要专业治疗的缺乏意识.

结论:

解决博障碍的耻辱,特别是在青少年和年轻人中,对于改善治疗和寻求帮助至关重要.
像YouTube这样的社交媒体平台可以用来传播信息和减少耻辱感.
加强成模式和公众的理解对于消除耻辱化的努力至关重要.

关键词:

博游戏博游戏博游戏博游戏博障碍是一种博障碍.有指导的主题建模.个人责任个人责任自我污名化是一种自我污名化.社交媒体社交媒体污名化是一种耻辱.在YouTube上播放视频.

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