ML based fake news detector.

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The real world has a lot of news generated every seconds some real ,some fake and some partially true.There's a lot of money spent on huge projects to detect fake news by Facebook,Google and other companies.In these project we have tried to accomplish detection of fake news to some extent.The user has option to provide news source link or news headline,content to truthify just by click of a button. .

"In this era of fake news and paid news artificial intelligence is more and more used as a political tool to manipulate and dictate common people. Through big data, biometric data AI analyses online profiles and behaviors in social media and smart phones. But the days are not far when AI will also control the politicians and the media too."

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Features

• Headline based search insert a headline to truthify.
• News Link based search insert a link to truthify.
• Grayscale result Rate of real/fake on 0-100 % scale.

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Add-Ons

• Using different Algorithms and technology to verify truth eg. Deep Learning,AI.
• Add More

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File Structure

Website

• Scraping Files & Folders : Contains scraped dataset and codes for scrapper of various news sites.
• API : Contains various APIs used to fetch data from social network and news sites.
• WCE : Contains Django project with ML codes integrated.

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Installation

• Install dependencies

        $ git clone https://github.com/Fake-News-Suspector/Fake-News-Suspector.git

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Contributing

We're are open to enhancements & bug-fixes

Note

• This project was done under 24 hours with minimal pre-preparation at WCE in sangli.

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Contributors

• @priyamshah112
• @devanshslnk
• @aliasgarhaji110

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