Assessing the Performance of AI Models in Misinformation Detection Using Predefined Social Noise Constructs

Social media platforms generate vast volumes of user-generated content that often obscure meaningful discourse, a phenomenon conceptualized as social noise. While existing misinformation detection methods primarily focus on factual verification, they largely overlook the role of social noise in ampl