Fake News Detection on Twitter

Nowadays, fake news is spreading, which is a considerable societal problem. With the increasing use of social media, people and organisations tend to use social media to spread fake news. Due to the growing number of users and social media posts, detecting fake news only using human-based techniques is challenging. To solve this problem, it is crucial to use deep learning, machine learning and NLP-based techniques to detect fake news. The research addresses the issue of spreading fake news on one of the popular social media platforms, Twitter (now known as “X”), using AI, NLP-based techniques, and an ensemble model.