JOURNAL ARTICLE

A Survey of Multimodal Fake News Detection: A Cross-Modal Interaction Perspective

Xianghua LiJ.C. QiaoShu YinLianwei WuChao GaoZhen WangXuelong Li

Year: 2025 Journal:   IEEE Transactions on Emerging Topics in Computational Intelligence Vol: 9 (4)Pages: 2658-2675   Publisher: Institute of Electrical and Electronics Engineers
Keywords:
Perspective (graphical) Modal Computer science Artificial intelligence Materials science

Metrics

14
Cited By
147.08
FWCI (Field Weighted Citation Impact)
145
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Misinformation and Its Impacts
Social Sciences →  Social Sciences →  Sociology and Political Science
Spam and Phishing Detection
Physical Sciences →  Computer Science →  Information Systems
Advanced Text Analysis Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence

Related Documents

JOURNAL ARTICLE

Learning Frequency-Aware Cross-Modal Interaction for Multimodal Fake News Detection

Yan BaiYanfeng LiuYongjun Li

Journal:   IEEE Transactions on Computational Social Systems Year: 2024 Vol: 11 (5)Pages: 6568-6579
JOURNAL ARTICLE

Cross-modal Ambiguity Learning for Multimodal Fake News Detection

Yixuan ChenDongsheng LiPeng ZhangJie SuiQin LvTun LuLi Shang

Journal:   Proceedings of the ACM Web Conference 2022 Year: 2022 Pages: 2897-2905
JOURNAL ARTICLE

Cross-modal augmentation for few-shot multimodal fake news detection

Ye JiangTaihang WangXiaoman XuYimin WangXingyi SongDiana Maynard

Journal:   Engineering Applications of Artificial Intelligence Year: 2025 Vol: 142 Pages: 109931-109931
JOURNAL ARTICLE

Improving multimodal fake news detection by leveraging cross-modal content correlation

Jiao QiaoXianghua LiChao GaoLianwei WuJunwei FengZhen Wang

Journal:   Information Processing & Management Year: 2025 Vol: 62 (5)Pages: 104120-104120
© 2026 ScienceGate Book Chapters — All rights reserved.