Combating Disinformation in a Social Media Age
July 14, 2020 Β· Declared Dead Β· π WIREs Data Mining Knowl. Discov.
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Authors
Kai Shu, Amrita Bhattacharjee, Faisal Alatawi, Tahora Nazer, Kaize Ding, Mansooreh Karami, Huan Liu
arXiv ID
2007.07388
Category
cs.SI: Social & Info Networks
Cross-listed
cs.IR
Citations
172
Venue
WIREs Data Mining Knowl. Discov.
Last Checked
4 months ago
Abstract
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 paper, 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.
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