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 systematic literature review on disinformation: Toward a unified taxonomical framework
E Kapantai, A Christopoulou, C Berberidis… - New media & …, 2021 - journals.sagepub.com
The scale, volume, and distribution speed of disinformation raise concerns in governments,
businesses, and citizens. To respond effectively to this problem, we first need to …
businesses, and citizens. To respond effectively to this problem, we first need to …
Fake news and COVID-19: modelling the predictors of fake news sharing among social media users
Fake news dissemination on COVID-19 has increased in recent months, and the factors that
lead to the sharing of this misinformation is less well studied. Therefore, this paper describes …
lead to the sharing of this misinformation is less well studied. Therefore, this paper describes …
Multiple features based approach for automatic fake news detection on social networks using deep learning
SR Sahoo, BB Gupta - Applied Soft Computing, 2021 - Elsevier
In recent years, the rise of Online Social Networks has led to proliferation of social news
such as product advertisement, political news, celebrity's information, etc. Some of the social …
such as product advertisement, political news, celebrity's information, etc. Some of the social …
A survey on fake news and rumour detection techniques
A Bondielli, F Marcelloni - Information sciences, 2019 - Elsevier
False or unverified information spreads just like accurate information on the web, thus
possibly going viral and influencing the public opinion and its decisions. Fake news and …
possibly going viral and influencing the public opinion and its decisions. Fake news and …
Temporally evolving graph neural network for fake news detection
The proliferation of fake news on social media has the probability to bring an unfavorable
impact on public opinion and social development. Many efforts have been paid to develop …
impact on public opinion and social development. Many efforts have been paid to develop …
Why do people share fake news? Associations between the dark side of social media use and fake news sharing behavior
The current study examines the associations of the dark side of social media use and fake
news sharing behavior among social media users. A large cross-sectional data from 1022 …
news sharing behavior among social media users. A large cross-sectional data from 1022 …
Understanding fake news consumption: A review
JP Baptista, A Gradim - Social Sciences, 2020 - mdpi.com
Combating the spread of fake news remains a difficult problem. For this reason, it is
increasingly urgent to understand the phenomenon of fake news. This review aims to see …
increasingly urgent to understand the phenomenon of fake news. This review aims to see …
Scaling up fact-checking using the wisdom of crowds
Professional fact-checking, a prominent approach to combating misinformation, does not
scale easily. Furthermore, some distrust fact-checkers because of alleged liberal bias. We …
scale easily. Furthermore, some distrust fact-checkers because of alleged liberal bias. We …
Fake news detection within online social media using supervised artificial intelligence algorithms
Along with the development of the Internet, the emergence and widespread adoption of the
social media concept have changed the way news is formed and published. News has …
social media concept have changed the way news is formed and published. News has …