Fake news detection: A survey of graph neural network methods

HT Phan, NT Nguyen, D Hwang - Applied Soft Computing, 2023 - Elsevier
The emergence of various social networks has generated vast volumes of data. Efficient
methods for capturing, distinguishing, and filtering real and fake news are becoming …

Political effects of the internet and social media

E Zhuravskaya, M Petrova… - Annual review of …, 2020 - annualreviews.org
How do the Internet and social media affect political outcomes? We review empirical
evidence from the recent political economy literature, focusing primarily on work that …

Political polarization of news media and influencers on Twitter in the 2016 and 2020 US presidential elections

J Flamino, A Galeazzi, S Feldman, MW Macy… - Nature Human …, 2023 - nature.com
Social media has been transforming political communication dynamics for over a decade.
Here using nearly a billion tweets, we analyse the change in Twitter's news media …

Online misinformation about climate change

KMI Treen, HTP Williams… - … Reviews: Climate Change, 2020 - Wiley Online Library
Policymakers, scholars, and practitioners have all called attention to the issue of
misinformation in the climate change debate. But what is climate change misinformation …

Influence of fake news in Twitter during the 2016 US presidential election

A Bovet, HA Makse - Nature communications, 2019 - nature.com
The dynamics and influence of fake news on Twitter during the 2016 US presidential
election remains to be clarified. Here, we use a dataset of 171 million tweets in the five …

Surprising combinations of research contents and contexts are related to impact and emerge with scientific outsiders from distant disciplines

F Shi, J Evans - Nature Communications, 2023 - nature.com
We investigate the degree to which impact in science and technology is associated with
surprising breakthroughs, and how those breakthroughs arise. Identifying breakthroughs …

Echo chambers and viral misinformation: Modeling fake news as complex contagion

P Törnberg - PLoS one, 2018 - journals.plos.org
The viral spread of digital misinformation has become so severe that the World Economic
Forum considers it among the main threats to human society. This spread have been …

The spreading of misinformation online

M Del Vicario, A Bessi, F Zollo, F Petroni… - Proceedings of the …, 2016 - pnas.org
The wide availability of user-provided content in online social media facilitates the
aggregation of people around common interests, worldviews, and narratives. However, the …

How behavioural sciences can promote truth, autonomy and democratic discourse online

P Lorenz-Spreen, S Lewandowsky… - Nature human …, 2020 - nature.com
Public opinion is shaped in significant part by online content, spread via social media and
curated algorithmically. The current online ecosystem has been designed predominantly to …

The diffusion of misinformation on social media: Temporal pattern, message, and source

J Shin, L Jian, K Driscoll, F Bar - Computers in Human Behavior, 2018 - Elsevier
This study examines dynamic communication processes of political misinformation on social
media focusing on three components: the temporal pattern, content mutation, and sources of …