Sustainable development of information dissemination: A review of current fake news detection research and practice

L Yuan, H Jiang, H Shen, L Shi, N Cheng - Systems, 2023 - mdpi.com
With the popularization of digital technology, the problem of information pollution caused by
fake news has become more common. Malicious dissemination of harmful, offensive or …

Fake news detection model on social media by leveraging sentiment analysis of news content and emotion analysis of users' comments

SK Hamed, MJ Ab Aziz, MR Yaakub - Sensors, 2023 - mdpi.com
Nowadays, social media has become the main source of news around the world. The
spread of fake news on social networks has become a serious global issue, damaging many …

Multimodal fake news detection on social media: a survey of deep learning techniques

C Comito, L Caroprese, E Zumpano - Social Network Analysis and Mining, 2023 - Springer
The escalation of false information related to the massive use of social media has become a
challenging problem, and significant is the effort of the research community in providing …

A survey on the use of graph convolutional networks for combating fake news

I Varlamis, D Michail, F Glykou, P Tsantilas - Future Internet, 2022 - mdpi.com
The combat against fake news and disinformation is an ongoing, multi-faceted task for
researchers in social media and social networks domains, which comprises not only the …

[HTML][HTML] Fake News Detection Revisited: An Extensive Review of Theoretical Frameworks, Dataset Assessments, Model Constraints, and Forward-Looking Research …

S Harris, HJ Hadi, N Ahmad, MA Alshara - Technologies, 2024 - mdpi.com
The emergence and acceptance of digital technology have caused information pollution and
an infodemic on Online Social Networks (OSNs), blogs, and online websites. The malicious …

Multimodal AutoML via representation evolution

B Škrlj, M Bevec, N Lavrač - Machine Learning and Knowledge Extraction, 2022 - mdpi.com
With the increasing amounts of available data, learning simultaneously from different types
of inputs is becoming necessary to obtain robust and well-performing models. With the …

Fake News Detection on Social Networks: A Survey

Y Shen, Q Liu, N Guo, J Yuan, Y Yang - Applied Sciences, 2023 - mdpi.com
In recent years, social networks have developed rapidly and have become the main platform
for the release and dissemination of fake news. The research on fake news detection has …

Метод виявлення фейкових новин для оцінки достовірності джерел масової інформації

ДО Боровик - 2023 - elar.khmnu.edu.ua
Анотація Проведено аналіз існуючих моделей і підходів для виявлення в Інтернеті
фейкових новин, розроблений метод виявлення в Інтернеті фейкових новин …