虚假信息的科学研究进展

Gazmend Huskaj, Stefan Axelsson
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引用次数: 0

摘要

信息通信技术及其软硬件的技术进步,积极改变着世界各国的政治、军事、经济和社会领域。这些技术是不完善的,国家和国家支持的威胁行为者正在利用硬件和软件的缺陷进行各种类型的攻击。此外,同样的威胁行为者利用软件技术传播虚假信息和传播虚假信息来误导公众舆论。本文回顾了科学界关于虚假信息的论述。目的是了解研究重点在哪里,研究人员是谁,共同作者,以及发表地点。本研究使用计算文献综述、半自动化综述方法和结构性专题建模框架对科学文献进行综述,以了解研究趋势。在1974年至2022年期间,在1700个出版场所出版的3097份文件中,有704份被分析。结果揭示了46个主题,如在Covid-19大流行期间传播的谣言和虚假信息,苏联和俄罗斯的信息战,以及巨魔和健康相关的主题和影响。
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A State-of-the-art of Scientific Research on Disinformation
Technological advancements in information and communications technologies and related hardware and software have positively transformed the political, military, economic and social domains in all countries around the globe. These technologies are imperfect, and States and state-sponsored threat actors are exploiting flaws in hardware and software for various types of attacks. Furthermore, the same threat actors exploit software technologies to spread disinformation and disseminate false information to mislead public opinion. This research article reviews the discourse of the scientific community on disinformation. The purpose is to understand where the research focus lies and who the researchers are the co-authors, and the publication venues. This research article reviews the scientific literature using the computational literature review, a semi-automated review method and the structural topical modelling framework to understand trends in the research. Of 3 097 documents published in 1 700 publication venues between 1974 to 2022, 704 were analysed. The results reveal 46 topics on issues such as rumours and disinformation spread during the Covid-19 pandemic, Soviet and Russian Information Warfare, and Trolls and health-related themes and effects.
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