论文标题
从犹豫的框架到疫苗犹豫概况:立场,本体论承诺和道德基础的旅程
From Hesitancy Framings to Vaccine Hesitancy Profiles: A Journey of Stance, Ontological Commitments and Moral Foundations
论文作者
论文摘要
虽然已经使用了数十亿次Covid-19疫苗,但太多的人仍然犹豫。 Twitter凭借其可观的覆盖范围和每日曝光,是研究人们如何构想疫苗犹豫并发现疫苗犹豫特征的绝佳资源。在本文中,我们揭露了从确定疫苗犹豫框架的处理过程中,收集了9,133,471个原始推文,讨论了COVID-19-19-19,建立了本体论承诺,注明了道德基础,他们暗示他们暗示对任何covaxframesframesframesframesframessived overy visitive viste theet的立场的自动认识。当我们发现805,336个Twitter用户在9,133,471个原始推文或17,346,664个转推方面对某些CovaxFrame具有立场时,我们能够根据这些用户的特征来解释这些概况,并根据他们的特殊事物来解释这些用户的著作,并在他们的tweet上表现出了这些信息,并在他们的tweet上介绍了他们的表现,并在他们的角度上解释了他们的表现。
While billions of COVID-19 vaccines have been administered, too many people remain hesitant. Twitter, with its substantial reach and daily exposure, is an excellent resource for examining how people frame their vaccine hesitancy and to uncover vaccine hesitancy profiles. In this paper we expose our processing journey from identifying Vaccine Hesitancy Framings in a collection of 9,133,471 original tweets discussing the COVID-19 vaccines, establishing their ontological commitments, annotating the Moral Foundations they imply to the automatic recognition of the stance of the tweet authors toward any of the CoVaxFrames that we have identified. When we found that 805,336 Twitter users had a stance towards some CoVaxFrames in either the 9,133,471 original tweets or their 17,346,664 retweets, we were able to derive nine different Vaccine Hesitancy Profiles of these users and to interpret these profiles based on the ontological commitments of the frames they evoked in their tweets and on value of their stance towards the evoked frames.