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 …

[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 …

A survey on automated fact-checking

Z Guo, M Schlichtkrull, A Vlachos - Transactions of the Association for …, 2022 - direct.mit.edu
Fact-checking has become increasingly important due to the speed with which both
information and misinformation can spread in the modern media ecosystem. Therefore …

[HTML][HTML] Fake news detection: A hybrid CNN-RNN based deep learning approach

JA Nasir, OS Khan, I Varlamis - International Journal of Information …, 2021 - Elsevier
The explosion of social media allowed individuals to spread information without cost, with
little investigation and fewer filters than before. This amplified the old problem of fake news …

An ensemble machine learning approach through effective feature extraction to classify fake news

S Hakak, M Alazab, S Khan, TR Gadekallu… - Future Generation …, 2021 - Elsevier
There are numerous channels available such as social media, blogs, websites, etc., through
which people can easily access the news. It is due to the availability of these platforms that …

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 …

WELFake: word embedding over linguistic features for fake news detection

PK Verma, P Agrawal, I Amorim… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Social media is a popular medium for the dissemination of real-time news all over the world.
Easy and quick information proliferation is one of the reasons for its popularity. An extensive …

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 …

Polarization and fake news: Early warning of potential misinformation targets

MD Vicario, W Quattrociocchi, A Scala… - ACM Transactions on the …, 2019 - dl.acm.org
Users' polarization and confirmation bias play a key role in misinformation spreading on
online social media. Our aim is to use this information to determine in advance potential …

[HTML][HTML] Twitter as a predictive system: a systematic literature review

E Cano-Marin, M Mora-Cantallops… - Journal of Business …, 2023 - Elsevier
Millions of people use Twitter daily, posting thousands of messages and interacting with
their peers. This research aims to evaluate and classify the predictive potential of the Twitter …