Sentiment analysis for fake news detection

MA Alonso, D Vilares, C Gómez-Rodríguez, J Vilares - Electronics, 2021 - mdpi.com
In recent years, we have witnessed a rise in fake news, ie, provably false pieces of
information created with the intention of deception. The dissemination of this type of news …

Fake news detection on social media: A data mining perspective

K Shu, A Sliva, S Wang, J Tang, H Liu - ACM SIGKDD explorations …, 2017 - dl.acm.org
Social media for news consumption is a double-edged sword. On the one hand, its low cost,
easy access, and rapid dissemination of information lead people to seek out and consume …

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 …

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 …

Unsupervised fake news detection on social media: A generative approach

S Yang, K Shu, S Wang, R Gu, F Wu, H Liu - Proceedings of the AAAI …, 2019 - aaai.org
Social media has become one of the main channels for people to access and consume
news, due to the rapidness and low cost of news dissemination on it. However, such …

The role of user profiles for fake news detection

K Shu, X Zhou, S Wang, R Zafarani, H Liu - Proceedings of the 2019 …, 2019 - dl.acm.org
Consuming news from social media is becoming increasingly popular. Social media
appeals to users due to its fast dissemination of information, low cost, and easy access …

Computational fact checking from knowledge networks

GL Ciampaglia, P Shiralkar, LM Rocha, J Bollen… - PloS one, 2015 - journals.plos.org
Traditional fact checking by expert journalists cannot keep up with the enormous volume of
information that is now generated online. Computational fact checking may significantly …

A hybrid linguistic and knowledge-based analysis approach for fake news detection on social media

N Seddari, A Derhab, M Belaoued, W Halboob… - IEEE …, 2022 - ieeexplore.ieee.org
The rapid development of different social media and content-sharing platforms has been
largely exploited to spread misinformation and fake news that make people believing in …

Graph neural networks with continual learning for fake news detection from social media

Y Han, S Karunasekera, C Leckie - arxiv preprint arxiv:2007.03316, 2020 - arxiv.org
Although significant effort has been applied to fact-checking, the prevalence of fake news
over social media, which has profound impact on justice, public trust and our society …

Automatic online fake news detection combining content and social signals

ML Della Vedova, E Tacchini, S Moret… - … 22nd conference of …, 2018 - ieeexplore.ieee.org
The proliferation and rapid diffusion of fake news on the Internet highlight the need of
automatic hoax detection systems. In the context of social networks, machine learning (ML) …