印尼人的耻辱,支持和关于自杀的想法 推特:一个主题建模研究研究
Afrizal Hasbi Azizy1, Haidar Buldan Thontowi1
1Center for Indigenous and Cultural Psychology, Universitas Gadjah Mada, Sleman, Indonesia.
Omega
|May 13, 2024
概括
印度尼西亚的推特用户公开讨论自杀,表达不同的情绪和想法. 关于预防自杀的信息应纳入宗教背景,以产生更大的影响.
科学领域:
- 社会科学 社会科学 社会科学
- 计算社会科学 计算社会科学
- 公共卫生 公共卫生
背景情况:
- 自杀的耻辱是印度尼西亚的一个重要问题.
- 了解关于自杀的公共话语对于干预至关重要.
研究的目的:
- 分析在印度尼西亚推特上关于自杀的在线对话.
- 确定与自杀思想和讨论有关的普遍主题和情绪.
主要方法:
- 使用了机器学习技术.
- 主题建模应用于20057条包含自杀相关关键字的推文 (2023年5月至6月).
主要成果:
- 从分析中出现了11个不同的话题.
- 虽然负面信息很常见,但没有发现专门的污名化话题.
- 讨论涵盖了自杀的存在,情感和社会方面.
- 宗教与精神的关键词在谈话中非常普遍.
结论:
- 印度尼西亚的推特用户积极表达有关自杀的想法和情绪.
- 公共卫生信息和政策干预应考虑印尼社会中强烈的宗教精神背景.
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