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Break fake frontiers: A triple-knowledge approach to multi-domain fake news detection | Synapse
March 3, 2026
Break fake frontiers: A triple-knowledge approach to multi-domain fake news detection
XL
X. Y. Liu
CL
Chenxi Liu
Fujian University of Traditional Chinese Medicine
AY
Anran Yu
Jilin Jianzhu University
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Key Points
Fake news detection using a triple-knowledge approach improves accuracy significantly.
The study observes an accuracy increase to 85% across diverse data sources.
Analysis of various algorithms applied shows the effectiveness of machine learning techniques.
These findings highlight the need for multi-domain strategies in combatting misinformation.
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Cite This Study
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Liu et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75c00c6e9836116a24515
https://doi.org/https://doi.org/10.1016/j.ipm.2026.104649