Recently, the pandemic of the novel Coronavirus Disease-2019 (COVID-19) has presented governments with ultimate challenges. In the United States, the country with the highest confirmed COVID-19 infection cases, a nationwide social distancing protocol has been implemented by the President. For the first time in a hundred years since the 1918 flu pandemic, the US population is mandated to stay in their households and avoid public contact. As a result, the majority of public venues and services have ceased their operations. Following the closure of the University of Washington on March 7th, more than a thousand colleges and universities in the United States have cancelled in-person classes and campus activities, impacting millions of students. This paper aims to discover the social implications of this unprecedented disruption in our interactive society regarding both the general public and higher education populations by mining people's opinions on social media. We discover several topics embedded in a large number of COVID-19 tweets that represent the most central issues related to the pandemic, which are of great concerns for both college students and the general public. Moreover, we find significant differences between these two groups of Twitter users with respect to the sentiments they expressed towards the COVID-19 issues. To our best knowledge, this is the first social media-based study which focuses on the college student community's demographics and responses to prevalent social issues during a major crisis.
翻译:最近,科罗纳病毒疾病2019(COVID-19)的流行给各国政府带来了终极挑战,在美国,COVID-19感染率最高的国家,总统实施了全国范围的社会疏远协议,自1918年流感流行以来一百年来首次授权美国人民留在家中,避免公众接触,因此,大多数公共场所和服务机构停止了运作。华盛顿大学于3月7日关闭后,美国超过一千所大学和大学取消了个人课堂和校园活动,对数百万学生产生了影响。本文的目的是通过挖掘民众对社会媒体的意见,发现我们社会互动社会对公众和高等教育群体造成前所未有的破坏的社会影响。我们发现了大量COVID-19推特中包含的多个主题,这些主题代表了与该流行病有关的最核心问题,这些是大学生和普通公众的极大关切。此外,我们发现这两个Twitter用户群体之间在他们第一次表达的对以COVID-19学生为主的情绪方面存在着重大差异,他们第一次表达的关于对当前社会媒体危机的看法。在这场社会-19学生问题的研究中,我们发现,最深刻地了解了这一社会-19学生问题。