Fake news, disinformation and misinformation in social media: a review
Online social networks (OSNs) are rapidly growing and have become a huge source of all
kinds of global and local news for millions of users. However, OSNs are a double-edged …
kinds of global and local news for millions of users. However, OSNs are a double-edged …
A survey of fake news: Fundamental theories, detection methods, and opportunities
X Zhou, R Zafarani - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
The explosive growth in fake news and its erosion to democracy, justice, and public trust has
increased the demand for fake news detection and intervention. This survey reviews and …
increased the demand for fake news detection and intervention. This survey reviews and …
A survey on automated fact-checking
Fact-checking has become increasingly important due to the speed with which both
information and misinformation can spread in the modern media ecosystem. Therefore …
information and misinformation can spread in the modern media ecosystem. Therefore …
Fighting an infodemic: Covid-19 fake news dataset
Along with COVID-19 pandemic we are also fighting an 'infodemic'. Fake news and rumors
are rampant on social media. Believing in rumors can cause significant harm. This is further …
are rampant on social media. Believing in rumors can cause significant harm. This is further …
Fake news detection based on news content and social contexts: a transformer-based approach
Fake news is a real problem in today's world, and it has become more extensive and harder
to identify. A major challenge in fake news detection is to detect it in the early phase. Another …
to identify. A major challenge in fake news detection is to detect it in the early phase. Another …
GCAN: Graph-aware co-attention networks for explainable fake news detection on social media
YJ Lu, CT Li - arXiv preprint arXiv:2004.11648, 2020 - arxiv.org
This paper solves the fake news detection problem under a more realistic scenario on social
media. Given the source short-text tweet and the corresponding sequence of retweet users …
media. Given the source short-text tweet and the corresponding sequence of retweet users …
“Fake news” is not simply false information: A concept explication and taxonomy of online content
As the scourge of “fake news” continues to plague our information environment, attention
has turned toward devising automated solutions for detecting problematic online content …
has turned toward devising automated solutions for detecting problematic online content …
defend: Explainable fake news detection
In recent years, to mitigate the problem of fake news, computational detection of fake news
has been studied, producing some promising early results. While important, however, we …
has been studied, producing some promising early results. While important, however, we …
Compare to the knowledge: Graph neural fake news detection with external knowledge
Nowadays, fake news detection, which aims to verify whether a news document is trusted or
fake, has become urgent and important. Most existing methods rely heavily on linguistic and …
fake, has become urgent and important. Most existing methods rely heavily on linguistic and …
Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media
Social media has become a popular means for people to consume and share the news. At
the same time, however, it has also enabled the wide dissemination of fake news, that is …
the same time, however, it has also enabled the wide dissemination of fake news, that is …