Abstract: -: Fake news are described with an intention to misdirect orto delude the reader. We have presented a response for the task for fake news,individuals are clashing if not by large poor locators of fake news. For thisreason new system is generated for fake news identification. The mostapproaches are used such as supervised machine learning. The result of thisproject determines the actual fake news detection for social networks usingmachine learning. Number of peoples having social media accounts such asFacebook, WhatsApp, twitter, etc. This social network is main source of news.
Keywords: - Content modelling, Fakenews detector, Fake news categorization, Stance detection, Machine learning,Social media, online fake news, twitter.