韩国网上老人恐惧症表达的特点 在韩国网上老人恐惧症表达的特点
1Dong-A University, Busan, Republic of Korea.
Frontiers in psychology
|January 3, 2024
概括
韩国 韩国 韩国 韩国
科学领域:
- 老年学是一门学科.
- 社会学 社会学 社会学
- 计算语言学 计算语言学
背景情况:
- 韩国正在迅速成为一个超级老年社会.
- 了解社会对老龄化的态度至关重要.
- 人们越来越担心在公众话语中出现了对女士的恐惧.
研究的目的:
- 确定韩国老人恐惧症的模式和原因.
- 将老年恐惧症表达式分为不同的类型.
- 开发一种用于检测老人恐惧症的计算方法.
主要方法:
- 使用深度学习模型kc-BERT进行文本分析.
- 分析了2017年5月至2021年6月的760,140条Naver新闻评论.
- 使用主题建模来探索潜在的社会问题.
主要成果:
- "对衰老的恐惧"表达式显示了下降的趋势.
- 其他类型的老年恐惧症相对稳定.
- 主题建模揭示了与老年生活,历史事件,COVID-19和社会经济问题的联系.
结论:
- 韩国的热诺恐怖症是多方面的,与各种社会挑战有关.
- 深度学习方法可以有效地分类在线表达的老人恐惧症.
- 调查结果为决策者提供了洞察力,帮助他们解决老龄化的社会问题.
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