Latest Research in Misinformation and Its Impacts

61 research papers · 2026 median publication year

Top Research Topics in Misinformation and Its Impacts

Highest-Cited Papers

  1. Early detection of online public opinion rumors for cross-event generalization
  2. KITE: A Tri-Modal Transformer Integrating Text, Images, and Knowledge Graphs for Fake News Detection
  3. Automated Detection of Deceptive Design Patterns (Dark Patterns) In E-Commerce Websites
  4. Event-centric human value understanding in news-domain texts: An actor-conditioned benchmark across multi-scope event contexts
  5. Leveraging Structural Information to Reconstruct Hidden Nodes in Propagation Graphs
  6. Detecting Sybil Identities in Distributed Multi-Robot Exploration via Geometric Ranking
  7. Reasoning through Evolution: Automatic Meta-path Discovery for LLM-based Fake News Detection
  8. An optimised deep learning framework for fake news detection by leveraging social media and news content features
  9. MACSD: Multimodal Spammer Detection Based on Multi-Path Cascaded Auto-Encoder
  10. Fake News Detection System (2 citations)
  11. No Viral, No Justice: A Multi-Model Annotation Study of Media Stance and Public Sentiment in Indonesia
  12. Novelty-Based Intrusion Detection in Unmanned Aerial Vehicles
  13. Detecting implicit inconsistency in multimodal fake news via fine-grained cross-modal adaptive reasoning
  14. Fake News Detection System (2 citations)
  15. A parameter-efficient three-branch architecture for multimodal misinformation detection with limited annotations
  16. Fake News Detection System (2 citations)
  17. Comparative Analysis of Offensive Language in Political Discourse: A Machine Learning Approach Using Twitter Data
  18. Comparative Analysis of Offensive Language in Political Discourse: A Machine Learning Approach Using Twitter Data
  19. From Detection to Characterization: A Large-Scale Study of Ragebait on Japanese X
  20. Not All Duplicates Are Coordination: Generic vs. Non-Generic Duplicate Campaigns in Information Operations
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L3 Region - - 2026 Sep Q3

Misinformation and Its Impacts

61 papers

Top Topics (10)

Misinformation and Its Impacts19
Computation and Language8
Complex Network Analysis Techniques3
Artificial Intelligence3
Machine Learning2
Spam and Phishing Detection2
Computer Vision and Pattern Recognition2
Hate Speech and Cyberbullying Detection2
Social and Information Networks2
Systems and Control2

Top Publications (20)

1.Early detection of online public opinion rumors for cross-event generalization2.KITE: A Tri-Modal Transformer Integrating Text, Images, and Knowledge Graphs for Fake News Detection3.Automated Detection of Deceptive Design Patterns (Dark Patterns) In E-Commerce Websites4.Event-centric human value understanding in news-domain texts: An actor-conditioned benchmark across multi-scope event contexts5.Leveraging Structural Information to Reconstruct Hidden Nodes in Propagation Graphs6.Detecting Sybil Identities in Distributed Multi-Robot Exploration via Geometric Ranking7.Reasoning through Evolution: Automatic Meta-path Discovery for LLM-based Fake News Detection8.An optimised deep learning framework for fake news detection by leveraging social media and news content features9.MACSD: Multimodal Spammer Detection Based on Multi-Path Cascaded Auto-Encoder10.Fake News Detection System2c11.No Viral, No Justice: A Multi-Model Annotation Study of Media Stance and Public Sentiment in Indonesia12.Novelty-Based Intrusion Detection in Unmanned Aerial Vehicles13.Detecting implicit inconsistency in multimodal fake news via fine-grained cross-modal adaptive reasoning14.Fake News Detection System2c15.A parameter-efficient three-branch architecture for multimodal misinformation detection with limited annotations16.Fake News Detection System2c17.Comparative Analysis of Offensive Language in Political Discourse: A Machine Learning Approach Using Twitter Data18.Comparative Analysis of Offensive Language in Political Discourse: A Machine Learning Approach Using Twitter Data19.From Detection to Characterization: A Large-Scale Study of Ragebait on Japanese X20.Not All Duplicates Are Coordination: Generic vs. Non-Generic Duplicate Campaigns in Information Operations
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