Irish Attitudes Toward COVID Tracker App & Privacy: Sentiment Analysis on Twitter and Survey Data

P. Lohar, Guodong Xie, Malika Bendechache, Rob Brennan, Edoardo Celeste, R. Trestian, Irina Tal
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引用次数: 10

Abstract

Contact tracing apps used in tracing and mitigating the spread of COVID-19 have sparked discussions and controversies worldwide. The major concerns in relation to these apps are around privacy. Ireland was in general praised for the design of its COVID tracker app, and the transparency through which privacy issues were addressed. However, the ”voice” of the Irish public was not really heard or analysed. This study aimed to analyse the Irish public sentiment towards privacy and COVID tracker app. For this purpose we have conducted sentiment analysis on Twitter data collected from public Twitter accounts from Republic of Ireland. We collected COVID-19 related tweets generated in Ireland over a period of time from January 1, 2020 up to December 31, 2020 in order to perform sentiment analysis on this data set. Moreover, the study performed sentiment analysis on the feedback received from a national survey on privacy conducted in Republic of Ireland. The findings of the study reveal a significant criticism towards the app that relate to privacy concerns, but other aspects of the app as well. The findings also reveal some positive attitude towards the fight against COVID-19, but these are not necessarily related to the technological solutions employed for this purpose. The findings of the study contributed to the formulation of useful recommendations communicated to the relevant Irish actors.
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爱尔兰人对COVID跟踪应用程序和隐私的态度:对Twitter和调查数据的情绪分析
为追踪和缓解新冠病毒传播而使用的接触者追踪应用程序在世界范围内引发了讨论和争议。与这些应用程序有关的主要问题是隐私。爱尔兰因其COVID跟踪应用程序的设计以及解决隐私问题的透明度而受到普遍赞扬。然而,爱尔兰公众的“声音”并没有得到真正的倾听和分析。本研究旨在分析爱尔兰公众对隐私和COVID跟踪应用程序的情绪。为此,我们对从爱尔兰共和国公共Twitter账户收集的Twitter数据进行了情绪分析。我们收集了2020年1月1日至2020年12月31日期间在爱尔兰产生的与COVID-19相关的推文,以便对该数据集进行情绪分析。此外,该研究还对爱尔兰共和国进行的一项关于隐私的全国调查所收到的反馈进行了情绪分析。该研究的结果揭示了对该应用的重大批评,涉及隐私问题,但也涉及应用的其他方面。调查结果还揭示了人们对抗击COVID-19的一些积极态度,但这些态度不一定与为此目的采用的技术解决方案有关。这项研究的结果有助于拟订有用的建议,传达给有关的爱尔兰行动者。
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