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流行病之梦:在新冠疫情期间对健康的梦境

Epidemic dreams: dreaming about health during the COVID-19 pandemic.

作者信息

Šćepanović Sanja, Aiello Luca Maria, Barrett Deirdre, Quercia Daniele

机构信息

Nokia Bell Labs, 21 JJ Thomson Avenue, Cambridge CB30FA, UK.

Rued Langgaards Vej 7, 2300, Copenhagen, DK.

出版信息

R Soc Open Sci. 2022 Jan 26;9(1):211080. doi: 10.1098/rsos.211080. eCollection 2022 Jan.

Abstract

The continuity hypothesis of dreams suggests that the content of dreams is continuous with the dreamer's waking experiences. Given the unprecedented nature of the experiences during COVID-19, we studied the continuity hypothesis in the context of the pandemic. We implemented a deep-learning algorithm that can extract mentions of medical conditions from text and applied it to two datasets collected during the pandemic: 2888 dream reports (dreaming life experiences), and 57 milion tweets (waking life experiences) mentioning the pandemic. The health expressions common to both sets were typical COVID-19 symptoms (e.g. cough, fever and anxiety), suggesting that dreams reflected people's real-world experiences. The health expressions that distinguished the two sets reflected differences in thought processes: expressions in waking life reflected a linear and logical thought process and, as such, described realistic symptoms or related disorders (e.g. ); those in dreaming life reflected a thought process closer to the visual and emotional spheres and, as such, described either conditions unrelated to the virus (e.g. ), or conditions of surreal nature (e.g. ). Our results confirm that dream reports represent an understudied yet valuable source of people's health experiences in the real world.

摘要

梦的连续性假说表明,梦的内容与做梦者的清醒经历是连续的。鉴于新冠疫情期间经历的前所未有的性质,我们在疫情背景下研究了连续性假说。我们实施了一种深度学习算法,该算法可以从文本中提取对医疗状况的提及,并将其应用于疫情期间收集的两个数据集:2888份梦境报告(梦境生活经历)和5700万条提及疫情的推文(清醒生活经历)。两组共有的健康表达是典型的新冠症状(如咳嗽、发烧和焦虑),这表明梦反映了人们的现实世界经历。区分两组的健康表达反映了思维过程的差异:清醒生活中的表达反映了线性和逻辑思维过程,因此描述了现实症状或相关疾病(如 );梦境生活中的表达反映了更接近视觉和情感领域的思维过程,因此描述了与病毒无关的状况(如 )或超现实性质的状况(如 )。我们的结果证实,梦境报告是人们现实世界健康经历中一个尚未得到充分研究但很有价值的来源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aa84/8790359/da0cffb62661/rsos211080f01.jpg

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