Open access
Jul 2026
Explainable Artificial Intelligence for Fake News Detection in Digital Media
An Explainable Artificial Intelligence (XAI) framework for fake news detection that unites the complementary explainability methods: SHapley Additive exPlanations and Local Interpretable Model-agnostic Explanations with the feature extraction technique, Term Frequency-Inverse Document Frequency (TF-IDF) and the Linear Support Vector Machine (Linear SVM) classifier.
Ilyass Mzili, Otmane Houdaif, Zakaria Benlalia
· EDRAAK · 0 citations