论文标题
社交媒体上的时间心理健康动态
Temporal Mental Health Dynamics on Social Media
论文作者
论文摘要
我们描述了建立时间心理健康动态系统的一组实验。我们利用一种现有的方法来对社交媒体平台的心理健康数据挖掘进行远距离讨论，并在全球Covid-19-19大流行期间部署该系统作为案例研究。尽管任务具有挑战性的性质，但我们仍取得了令人鼓舞的结果，既明确地对全球大流行，又是对全球现象，圣诞节抑郁症的隐含，并得到了文献的支持。我们提出了一种方法，以提供有关时间精神健康动态的洞察力，用于战略决策。
We describe a set of experiments for building a temporal mental health dynamics system. We utilise a pre-existing methodology for distant-supervision of mental health data mining from social media platforms and deploy the system during the global COVID-19 pandemic as a case study. Despite the challenging nature of the task, we produce encouraging results, both explicit to the global pandemic and implicit to a global phenomenon, Christmas Depression, supported by the literature. We propose a methodology for providing insight into temporal mental health dynamics to be utilised for strategic decision-making.
