Update: mining user-news engagement patterns for dual-target cross-domain fake news detection

• Main Authors: Yang, Xuankai, Wang, Yan, Zhang, Xiuzhen, Wang, Shoujin, Wang, Huaxiong, Lam, Kwok-Yan
• Other Authors: College of Computing and Data Science
• Format: Conference or Workshop Item
• Language: English
• Published: 2025
• Subjects: Computer and Information Science; Cross-domain fake news detection; Social media; User-news engagement; Language model
• Online Access: https://hdl.handle.net/10356/182535
• Institution: Nanyang Technological University

Transfer of knowledge across domains is the focus for cross-domain and multi-domain fake news detection. However, most of the existing methods based on cross-domain knowledge transfer have two issues: (1) they sacrifice domainspecific features; (2) they are less effective in handling the imbalanced...