Credibility-based fake news detection

N Sitaula, CK Mohan, J Grygiel, X Zhou… - … fake news in social media …, 2020 - Springer
news content and how it propagates on a network of users. In … detection of fake news by
assessing its credibility. By analyzing public fake news data, we show that information on news

An experimental evaluation of data classification models for credibility based fake news detection

AN Ramkissoon, S Mohammed - … International Conference on …, 2020 - ieeexplore.ieee.org
… with Credibility Based Fake News Detection. This study uses a standard dataset with features
relating to the credibility of news … for the purpose of Credibility Based Fake News Detection. …

[PDF][PDF] Credibility detection on twitter news using machine learning approach

M Azer, M Taha, HH Zayed… - International Journal of …, 2021 - academia.edu
… learning system for discovering false news. One of the credibility detection problems is finding
new … Training and testing models were conducted using the Pheme dataset. The feature's …

Legitimacy: An ensemble learning model for credibility based fake news detection

AN Ramkissoon, W Goodridge - 2021 international conference …, 2021 - ieeexplore.ieee.org
… the features of fake news and the legitimacy of the fake news. This paper presents Legitimacy,
a unique ensemble learning model for the task of Credibility based Fake News Detection. …

[HTML][HTML] Enhancing Fake News Detection Through User Credibility Analysis

AK Gupta - IJRAR, 2019 - academia.edu
fake news detection as a problem of estimating the credibility of both the news publishers and
users that propagate news … user traits, user credibility-based fake news detection seeks to …

Multi-view co-attention network for fake news detection by modeling topic-specific user and news source credibility

P Bazmi, M Asadpour, A Shakery - Information Processing & Management, 2023 - Elsevier
… a lot of attention to fake news detection. In existing fake news detection methods, particular
… the news on social media, and the news sources based on their level of participation in …

Early detection of fake news by integrating global structure and publisher credibility

H Wang, Y Li, Y Xian - Knowledge and Information Systems, 2025 - Springer
… early fake news identification. To address the aforementioned issues, this paper proposes
a novel early fake news detection … First, based on the propagation network formed by news

Enhancing the predictive performance of credibility-based fake news detection using ensemble learning

AN Ramkissoon, W Goodridge - The Review of Socionetwork Strategies, 2022 - Springer
… for the task of Credibility-based Fake News Detection. This model … performance of
credibility-based fake news detection by … performance of credibility-based fake news detection be …

Determining an optimal data classification model for credibility-based fake news detection

AN Ramkissoon, S Mohammed… - The Review of …, 2021 - Springer
Credibility-Based Fake News Detection. This study uses a standard dataset with features
relating to the credibility of news … the purpose of Credibility-Based Fake News Detection. Based …

Deep learning-based credibility conversation detection approaches from social network

I Fadhli, L Hlaoua, MN Omri - Social Network Analysis and Mining, 2023 - Springer
… The propagation of incorrect and/or false news influences the public’s perception of a critical
… The layered architecture of our multi-dense credibility based model (CreCDA) is shown Fig. …