BriefGPT.xyz
Feb, 2018
社交媒体个人健康提及的鲁棒性检测:你真的刚刚心脏病了吗?
Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social Media
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Payam Karisani, Eugene Agichtein
TL;DR
该研究提出一种名为WESPAD的方法,结合词汇、句法、词嵌入和上下文等多种特征,在社交媒体上检测个人健康事件,其可以适应新疾病和条件,且在数据量小的情况下表现优异。
Abstract
Millions of users share their experiences on
social media
sites, such as Twitter, which in turn generate valuable data for
public health monitoring
,
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