Rumor detection based on Attention Graph Adversarial Dual Contrast Learning

• Published in: PloS one Vol. 19; no. 4; p. e0290291
• Main Authors: Zhang, Bing, Liu, Tao, Ke, Zunwang, Li, Yanbing, Silamu, Wushour
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 22.04.2024; Public Library of Science (PLoS)
• Subjects: Algorithms; Analysis; Attention; Biology and Life Sciences; Computer and Information Sciences; Engineering and Technology; Health aspects; Humans; Machine Learning; Methods; Neural networks; Neural Networks, Computer; Social Media; Social Sciences; China

It is becoming harder to tell rumors from non-rumors as social media becomes a key news source, which invites malicious manipulation that could do harm to the public’s health or cause financial loss. When faced with situations when the session structure of comment sections is deliberately disrupted,...