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在BTS Fandom社区的情绪表达和心理健康支持:自然语言处理研究 在YouTube评论
Nari Yoo1, Aaron Rodwin1, Michael Park2
1School of Social Work, University of Michigan, Ann Arbor, US.
JMIR infodemiology
|March 13, 2026
概括
在YouTube上的BTS粉丝使用在线空间来表达情感和相互支持,表现出显著的关怀和乐观. 这凸显了粉丝社区在非正式心理健康支持中的作用.
科学领域:
- 数字人文学科 数字人文学科
- 计算社会科学 计算社会科学
- 心理学 心理学 心理学
背景情况:
- K-pop,特别是BTS,在全球范围内对青年文化和在线社区产生了重大影响.
- 音乐迷们利用像YouTube这样的数字平台来娱乐,表达情感和相互支持.
- 关于粉丝文化如何表达情感需求和在线支持的研究有限,尽管人们对基于音乐的应对策略感兴趣.
研究的目的:
- 在BTS粉丝在线社区中调查心理健康语言模式和应对机制.
- 检查语言特征,如自我参考语言和情绪表达,以反映心理状态.
- 分析BTS和泰勒·斯威夫特"悲伤"播放列表的YouTube评论,以确定模式和心理健康影响.
主要方法:
- 使用自然语言处理 (NLP) 和语言查询和词数 (LIWC) 进行分析.
- 分析了来自BTS和泰勒·斯威夫特"悲伤"播放列表的13,224条YouTube评论.
- 进行了评论长度,词数,代词使用和情感价值的统计比较,并对代表性评论进行了定性检查.
主要成果:
- 比起泰勒·斯威夫特的粉丝评论,BTS的粉丝评论要长得多,字数也比泰勒·斯威夫特的粉丝评论高.
- 乐队的粉丝使用了更多的第一人称单数代词,表达了更多的悲伤,而泰勒·斯威夫特的粉丝则表达了更多的佩.
- 乐队的粉丝在回复中表现出了更多的关怀,感激和乐观,拥有更广泛的国际用户群和评论披露了个人斗争并提供了同行支持.
结论:
- 音乐和粉丝社区,特别是BTS粉丝群,对于在线情感表达,相互关怀和非正式的心理健康支持至关重要.
- 调查结果表明,有潜在的文化响应,基于社区的,数字化介导的心理健康干预措施.
- 在线粉丝社区是情感表达的重要安全空间,特别是对于那些缺乏线下支持的人来说.
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