利用机器学习来识别饮食和健身的性别刻板印象和身体形象问题在线论坛
Minh Duc Chu1, Cinthia Sánchez2, Zihao He1
1Information Sciences Institute, University of Southern California, Marina del Rey, CA 90292, USA.
Body image
|February 15, 2026
概括
在线社区揭示了身体形象问题中的性别动态. 薄的理想空间显示出更多的负面情绪和关心的支持,而肌肉化的理想社区表现出更少的消极性,但收到有毒的赞美.
科学领域:
- 心理学 心理学 心理学
- 社会学 社会学 社会学
- 媒体研究 媒体研究
背景情况:
- 对于理想体型的社会压力有助于身体形象问题和饮食障碍.
- 研究主要集中在支持厌食症的社区,忽视了更广泛的身体形象问题和像肌肉形症这样的新兴问题.
- 在线平台举办各种社区讨论身体形象,健身和心理健康.
研究的目的:
- 分析与身体形象相关的在线论坛中的情绪表达和支持模式.
- 调查性别和身体理想维度如何塑造在线社区动态.
- 了解肌肉形 (肌肉形) 的表现.
- 大型厌食症 (bigorexia) 是一个严重的疾病.
- ) 在网上空间.
主要方法:
- 分析了46个Reddit论坛,涵盖饮食,健身和心理健康.
- 基于性别和身体理想尺寸绘制社区的地图.
- 情绪表达和互动模式的定性评估.
主要成果:
- 追求薄弱理想的女性志向社区表现出更高的负面情绪,并得到了支持性的评论.
- 肌肉理想的社区,无论性别如何,表现出较少的消极性,但收到了积极的赞美.
- 心理健康讨论主要是在薄理想的,女性倾向的在线空间中进行的.
结论:
- 在线社区显示与身体理想相关的独特的性别情感动态.
- 了解这些动态对于开发有效的调节策略至关重要.
- 干预措施的目的应该是促进支持性的在线环境,并减轻对有害内容的暴露.
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