作者
Kai Shu, Amrita Bhattacharjee, Faisal Alatawi, Tahora Nazer, Kaize Ding, Mansooreh Karami, Huan Liu
发表日期
2020/7
期刊
WIREs Data Mining and Knowledge Discovery
出版商
https://arxiv.org/abs/2007.07388
简介
The creation, dissemination, and consumption of disinformation and fabricated content on social media is a growing concern, especially with the ease of access to such sources, and the lack of awareness of the existence of such false information. In this article, we present an overview of the techniques explored to date for the combating of disinformation with various forms. We introduce different forms of disinformation, discuss factors related to the spread of disinformation, elaborate on the inherent challenges in detecting disinformation, and show some approaches to mitigating disinformation via education, research, and collaboration. Looking ahead, we present some promising future research directions on disinformation.
This article is categorized under:
  • Algorithmic Development > Multimedia
  • Commercial, Legal, and Ethical Issues > Social Considerations
  • Application Areas > Education and Learning
引用总数
20202021202220232024223436134
学术搜索中的文章
K Shu, A Bhattacharjee, F Alatawi, TH Nazer, K Ding… - Wiley Interdisciplinary Reviews: Data Mining and …, 2020