Early detection effectiveness of fake news/information disorder classifiers using target-based emotions and stances on evolving social networks
Journal of Information Science
Published online on July 27, 2026
Abstract
Journal of Information Science, Ahead of Print.
Early detection of information disorder – often referred to as fake news – is crucial for mitigating its societal impact before harmful narratives fully diffuse. This study evaluates whether target-based emotion–stance analysis (TESA), grounded in social-...
Early detection of information disorder – often referred to as fake news – is crucial for mitigating its societal impact before harmful narratives fully diffuse. This study evaluates whether target-based emotion–stance analysis (TESA), grounded in social-...