Assessing the Readiness of Academia in the Topic of False and Unverified Information

A. E. Fard, S. Cunningham
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Abstract

The spread of false and unverified information has the potential to inflict damage by harming the reputation of individuals or organisations, shaking financial markets, and influencing crowd decisions in important events. This phenomenon needs to be properly curbed, otherwise it can contaminate other aspects of our social life. In this regard, academia as a key institution against false and unverified information is expected to play a pivotal role. Despite a great deal of research in this arena, the amount of progress by academia is not clear yet. This can lead to misjudgements about the performance of the topic of interest that can ultimately result in wrong science policies regarding academic efforts for quelling false and unverified information. In this research, we address this issue by assessing the readiness of academia in the topic of false and unverified information. To this end, we adopt the emergence framework and measure its dimensions (novelty, growth, coherence, and impact) over more than 21,000 articles published by academia about false and unverified information. Our results show the current body of research has had organic growth so far, which is not promising enough for confronting the problem of false and unverified information. To tackle this problem, we suggest an external push strategy that, compared to the early stages of the topic of interest, reinforces the emergence dimensions and leads to a higher level in every dimension.
评估学术界对虚假和未经证实的信息的准备程度
虚假和未经证实的信息的传播可能会损害个人或组织的声誉,动摇金融市场,并在重要事件中影响人群的决策,从而造成损害。这种现象需要适当遏制,否则它会污染我们社会生活的其他方面。在这方面,学术界作为反对虚假和未经证实的信息的关键机构,有望发挥关键作用。尽管在这一领域进行了大量的研究,但学术界的进展程度尚不清楚。这可能导致对感兴趣的主题的表现的错误判断,最终可能导致关于遏制虚假和未经证实的信息的学术努力的错误科学政策。在这项研究中,我们通过评估学术界对虚假和未经证实的信息的准备程度来解决这个问题。为此,我们采用了涌现框架,并对学术界发表的21,000多篇关于虚假和未经证实的信息的文章进行了衡量(新颖性、增长性、连贯性和影响力)。我们的研究结果表明,到目前为止,目前的研究已经有了有机的增长,这对于面对虚假和未经证实的信息的问题还不够有希望。为了解决这个问题,我们建议采用一种外部推送策略,与感兴趣主题的早期阶段相比,该策略强化了涌现维度,并在每个维度上都达到更高的水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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