Review
Open access
Aug 2026
Machine Learning for the Detection of Fake News on Social Media: A Critical Narrative Review of Methods, Evaluation Validity and Deployment Readiness
Progress now depends less on architectural novelty than on label construction, temporally honest evaluation and outcome measurement beyond the confusion matrix, and almost no study measures downstream effects on audiences or on fact-checking workflows.
Mary Oluwakemi Abioye
· Asian journal of mathematics... · 0 citations