Fake News Detection

Fake News Detection Introduction How many of you verify each and every piece of news you read before believing it? Research shows that 1 in 2 Indians receive fake news via Whatsapp and Facebook. Fake news is news designed to deliberately spread disinformation. The spread of fake news has far-reaching consequences. Spammers use appealing news headings to generate revenue using advertisements. We aim to perform binary classification of various news articles available online with the help of concepts pertaining to artificial intelligence, Natural Language Processing and Machine Learning. Objective To characterize and analyze Fake News threat detection To check the truthfulness of major claims in social media news articles to decide the news veracity. NLP Classifier The aim of this project is to determine the authenticity of the contents of a particular news article accurately. To achieve this, a model is built that would classify text to determine whether a certain news article is fake