The science of fake news

@article{Lazer2018TheSO,
  title={The science of fake news},
  author={David Lazer and Matthew A. Baum and Yochai Benkler and Adam J. Berinsky and Kelly M. Greenhill and Filippo Menczer and Miriam J. Metzger and Brendan Nyhan and Gordon Pennycook and David M. Rothschild and Michael Schudson and Steven A. Sloman and Cass Robert Sunstein and Emily A. Thorson and Duncan J. Watts and Jonathan Zittrain},
  journal={Science},
  year={2018},
  volume={359},
  pages={1094 - 1096}
}
Addressing fake news requires a multidisciplinary effort The rise of fake news highlights the erosion of long-standing institutional bulwarks against misinformation in the internet age. Concern over the problem is global. However, much remains unknown regarding the vulnerabilities of individuals, institutions, and society to manipulations by malicious actors. A new system of safeguards is needed. Below, we discuss extant social and computer science research regarding belief in fake news and the… 

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References

SHOWING 1-10 OF 17 REFERENCES

Social Media and Fake News in the 2016 Election

Following the 2016 U.S. presidential election, many have expressed concern about the effects of false stories (“fake news”), circulated largely through social media. We discuss the economics of fake

Exposure to ideologically diverse news and opinion on Facebook

TLDR
Examination of the news that millions of Facebook users' peers shared, what information these users were presented with, and what they ultimately consumed found that friends shared substantially less cross-cutting news from sources aligned with an opposing ideology.

Disinformation and Social Bot Operations in the Run Up to the 2017 French Presidential Election

TLDR
Anomalous account usage patterns suggest the possible existence of a black market for reusable political disinformation bots and a characterization of both the bots and the users who engaged with them, and oppose it to those users who didn’t.

The spread of true and false news online

TLDR
A large-scale analysis of tweets reveals that false rumors spread further and faster than the truth, and false news was more novel than true news, which suggests that people were more likely to share novel information.

The Minimal Persuasive Effects of Campaign Contact in General Elections: Evidence from 49 Field Experiments

Significant theories of democratic accountability hinge on how political campaigns affect Americans’ candidate choices. We argue that the best estimate of the effects of campaign contact and

News use across social media platforms 2016

As part of an ongoing examination of social media platforms and news, the Pew Research Centre has found that a majority of adults in the United States – 62% or around two thirds – access their news

The Role of Familiarity in Correcting Inaccurate Information

TLDR
Older adults over the age of 65 were worse at sustaining their postcorrection belief that myths were inaccurate, and a greater level of explanatory detail promoted more sustained belief change, supports the notion that familiarity is indeed a driver of continued influence effects.

Our approach to bots & misinformation, Twitter

    Bill would help California schools teach about “fake news,” media literacy (EdSource, 2017); https:// edsource.org/2017/bill-would-help-california-schoolsteach-about-fake-news-media-literacy/582363

    • 2017