打击在线社交媒体中的错误信息/虚假信息:多学科视角

IF 3.2 Q1 Computer Science
M. Barni, Y. Fang, Yuhong Liu, Laura Robinson, K. Sasahara, Subramaniam Vincent, Xinchao Wang, Zhizheng Wu
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引用次数: 1

摘要

最近,虚假信息的病毒式传播引起了学术界和工业界的极大关注。这个问题特别困难,因为一方面,快速发展的技术使操纵和传播社交媒体信息变得更便宜、更容易。另一方面,人类心理和社会学的复杂性使得对用户参与虚假信息传播的理解、预测和预防变得非常困难。“多学科虚假信息分析与对策”主题系列旨在将相关学科研究人员的注意力和努力聚集在一起,共同解决这一具有挑战性的问题。此外,在2021年10月20日和2022年3月7日,一些客座编辑团队成员组织了两次小组讨论,分别是“2019冠状病毒病大流行期间社交媒体虚假信息及其对公共卫生的影响”和“Dis/Misinformation分析和对策-计算观点”。本文总结了这两个小组的主要讨论项目,并希望阐明未来的方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Combating Misinformation/ Disinformation in Online Social Media: A Multidisciplinary View
Recently, the viral propagation of mis/disinformation has raised significant concerns from both academia and industry. This problem is particularly difficult because on the one hand, rapidly evolving technology makes it much cheaper and easier to manipulate and propagate social media information. On the other hand, the complexity of human psychology and sociology makes the understanding, prediction and prevention of users' involvement in mis/disinformation propagation very difficult. This themed series on "Multi-Disciplinary Dis/Misinformation Analysis and Countermeasures" aims to bring the attention and efforts from researchers in relevant disciplines together to tackle this challenging problem. In addition, on October 20th, 2021, and March 7th 2022, some of the guest editorial team members organized two panel discussions on "Social Media Disinformation and its Impact on Public Health During the COVID-19 Pandemic," and on "Dis/Misinformation Analysis and Countermeasures - A Computational Viewpoint." This article summarizes the key discussion items at these two panels and hopes to shed light on the future directions.
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来源期刊
APSIPA Transactions on Signal and Information Processing
APSIPA Transactions on Signal and Information Processing ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
8.60
自引率
6.20%
发文量
30
审稿时长
40 weeks
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