articleACM Transactions on Intelligent Systems and TechnologyApr 12, 2019Closed access

Combating Fake News

University of Southern California · Peking University

Indexed incrossref

Abstract

The proliferation of fake news on social media has opened up new directions of research for timely identification and containment of fake news and mitigation of its widespread impact on public opinion. While much of the earlier research was focused on identification of fake news based on its contents or by exploiting users’ engagements with the news on social media, there has been a rising interest in proactive intervention strategies to counter the spread of misinformation and its impact on society. In this survey, we describe the modern-day problem of fake news and, in particular, highlight the technical challenges associated with it. We discuss existing methods and techniques applicable to both…

Citation impact

498
total citations
FWCI
130.55
Percentile
100%
References
135
Citations per year

Authors

6

Topics & keywords

Keywords
  • Misinformation
  • Computer science
  • Identification (biology)
  • Social media
  • Fake news
  • Data science
  • Focus (optics)
  • Quality (philosophy)
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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