7 code implementations • 5 Sep 2018 • Kai Shu, Deepak Mahudeswaran, Suhang Wang, Dongwon Lee, Huan Liu
However, fake news detection is a non-trivial task, which requires multi-source information such as news content, social context, and dynamic information.
Social and Information Networks
2 code implementations • 21 Mar 2019 • Kai Shu, Deepak Mahudeswaran, Suhang Wang, Huan Liu
In an attempt to understand the correlations between news propagation networks and fake news, first, we build a hierarchical propagation network from macro-level and micro-level of fake news and true news; second, we perform a comparative analysis of the propagation network features of linguistic, structural and temporal perspectives between fake and real news, which demonstrates the potential of utilizing these features to detect fake news; third, we show the effectiveness of these propagation network features for fake news detection.
Social and Information Networks
