[HTML][HTML] 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 …

[HTML][HTML] A systematic literature review and meta-analysis of studies on online fake news detection

RC Thompson, S Joseph, TT Adeliyi - Information, 2022 - mdpi.com
The ubiquitous access and exponential growth of information available on social media
networks have facilitated the spread of fake news, complicating the task of distinguishing …

[HTML][HTML] It's all in the embedding! fake news detection using document embeddings

CO Truică, ES Apostol - Mathematics, 2023 - mdpi.com
With the current shift in the mass media landscape from journalistic rigor to social media,
personalized social media is becoming the new norm. Although the digitalization progress of …

[HTML][HTML] Fake news detection based on a hybrid BERT and LightGBM models

E Essa, K Omar, A Alqahtani - Complex & Intelligent Systems, 2023 - Springer
With the rapid growth of social networks and technology, knowing what news to believe and
what not to believe become a challenge in this digital era. Fake news is defined as provably …

[HTML][HTML] Mapping the Landscape of Misinformation Detection: A Bibliometric Approach

A Sandu, I Ioanăș, C Delcea, LM Geantă, LA Cotfas - Information, 2024 - mdpi.com
The proliferation of misinformation presents a significant challenge in today's information
landscape, impacting various aspects of society. While misinformation is often confused with …

[PDF][PDF] Awakened at CheckThat! 2022: Fake news detection using BiLSTM and sentence transformer

CO Truică, ES Apostol, A Paschke - CEUR Workshop Proc, 2022 - ceur-ws.org
In recent years, online social networks and online news venues have become some of the
main news and event-related information spreading mediums. Although using these …

ContCommRTD: A distributed content-based misinformation-aware community detection system for real-time disaster reporting

ES Apostol, CO Truică… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Real-time social media data can provide useful information on evolving hazards. Alongside
traditional methods of disaster detection, the integration of social media data can …

EDSA-ensemble: An event detection sentiment analysis ensemble architecture

A Petrescu, CO Truica, ES Apostol… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As global digitization continues to grow, technology becomes more affordable and easier to
use, and social media platforms thrive, becoming the new means of spreading information …

[HTML][HTML] Fake sentence detection based on transfer learning: applying to Korean COVID-19 fake news

JW Lee, JH Kim - Applied Sciences, 2022 - mdpi.com
With the increasing number of social media users in recent years, news in various fields,
such as politics, economics, and so on, can be easily accessed by users. However, most …

MCWDST: a minimum-cost weighted directed spanning tree algorithm for real-time fake news mitigation in social media

CO Truică, ES Apostol, RC Nicolescu, P Karras - IEEE Access, 2023 - ieeexplore.ieee.org
The widespread availability of internet access and handheld devices confers to social media
a power similar to the one newspapers used to have. People seek affordable information on …