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Updated: Jun 13, 2025

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在社交媒体帖子中改善自杀念头检测:主题建模和合成数据增强方法

Hamideh Ghanadian1, Isar Nejadgholi2, Hussein Al Osman1

  • 1School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada.

JMIR formative research
|June 11, 2025
PubMed
概括

合成数据生成改进了人工智能模型,用于检测在线自杀讨论,特别是代表性不足的群体. 这种方法提高了主题多样性和确定社交媒体对话中关键风险因素的准确性.

关键词:
大型语言模型.社交媒体 社交媒体检测自杀想法 发现自杀想法综合数据 综合数据主题建模主题建模

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