OSN Rumor - chenyang03/Reading GitHub Wiki

  • {Ma16} Jing Ma, Wei Gao, Prasenjit Mitra, Sejeong Kwon, Bernard J. Jansen, Kam-Fai Wong, Meeyoung Cha. Detecting Rumors from Microblogs with Recurrent Neural Networks. Proc. of IJCAI, 2016. RNN-based method detects rumors more quickly and accurately than existing techniques
  • {Vosoughi18} Soroush Vosoughi, Deb Roy, Sinan Aral. The spread of true and false news online. Science, 2018, 359(6380):1146-1151. PDF
  • {Chen19} Yixuan Chen, Jie Sui, Liang Hu, Wei Gong. Attention-Residual Network with CNN for Rumor Detection. Proc. of CIKM, 2019. PDF
  • {Tam19} Nguyen Thanh Tam, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Nguyen Quoc Viet Hung, and Bela Stantic. From anomaly detection to rumour detection using data streams of social platforms. Proc. VLDB Endow., 2019, 12(9):1016–1029. PDF a novel approach to rumour detection that identifies anomalies on social platforms by comparing data between peers and with the past
  • {Shu19} Kai Shu, Limeng Cui, Suhang Wang, Dongwon Lee, Huan Liu. dEFEND: Explainable Fake News Detection. Proc. of KDD, 2019. develop a sentence-comment co-attention sub-network to exploit both news contents and user comments to jointly capture explainable top-k check-worthy sentences and user comments for fake news detection