An overview of online fake news: Characterization, detection, and discussion

X Zhang, AA Ghorbani - Information Processing & Management, 2020 - Elsevier
Over the recent years, the growth of online social media has greatly facilitated the way
people communicate with each other. Users of online social media share information …

Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities

P Meel, DK Vishwakarma - Expert Systems with Applications, 2020 - Elsevier
Internet and social media have become a widespread, large scale and easy to use platform
for real-time information dissemination. It has become an open stage for discussion …

User preference-aware fake news detection

Y Dou, K Shu, C Xia, PS Yu, L Sun - … of the 44th international ACM SIGIR …, 2021 - dl.acm.org
Disinformation and fake news have posed detrimental effects on individuals and society in
recent years, attracting broad attention to fake news detection. The majority of existing fake …

Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media

K Shu, D Mahudeswaran, S Wang, D Lee, H Liu - Big data, 2020 - liebertpub.com
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 …

Fake news detection on social media using geometric deep learning

F Monti, F Frasca, D Eynard, D Mannion… - arXiv preprint arXiv …, 2019 - arxiv.org
Social media are nowadays one of the main news sources for millions of people around the
globe due to their low cost, easy access and rapid dissemination. This however comes at the …

Fake news detection within online social media using supervised artificial intelligence algorithms

FA Ozbay, B Alatas - Physica A: statistical mechanics and its applications, 2020 - Elsevier
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 …

[PDF][PDF] Fake news: A survey of research, detection methods, and opportunities

X Zhou, R Zafarani - arXiv preprint arXiv:1812.00315, 2018 - academia.edu
arXiv:1812.00315v1 [cs.CL] 2 Dec 2018 Page 1 Fake News: A Survey of Research,
Detection Methods, and Opportunities XINYI ZHOU, Syracuse University, USA REZA …

Beyond news contents: The role of social context for fake news detection

K Shu, S Wang, H Liu - Proceedings of the twelfth ACM international …, 2019 - dl.acm.org
Social media is becoming popular for news consumption due to its fast dissemination, easy
access, and low cost. However, it also enables the wide propagation of fake news, ie, news …

Combating disinformation in a social media age

K Shu, A Bhattacharjee, F Alatawi… - … : Data Mining and …, 2020 - Wiley Online Library
The creation, dissemination, and consumption of disinformation and fabricated content on
social media is a growing concern, especially with the ease of access to such sources, and …

An incentive-aware blockchain-based solution for internet of fake media things

Q Chen, G Srivastava, RM Parizi, M Aloqaily… - Information Processing …, 2020 - Elsevier
Abstract The concept of Fake Media or Internet of Fake Media Things (IoFMT) has emerged
in different domains of digital society such as politics, news, and social media. Due to the …