TEAM223_Fake News Detection

FAKE NEWS IS NOT YOUR FRIEND
Where the fake news is repeated, it becomes for the public to discern what's real.
This is how our model works.
Our model working procedure.

Inspiration

with increase in the spread of various fake news all over the world. We the team 223 aspiring star's wanted to create a ethical ai model on fake news detection, which helps the people to find the news article they read whether its true or fake effectively.

What it does

When the user gives input of a news article to the website GUI code, it gives output result as whether the news you entered is fake or true with the help of predictions such as LR Prediction, DT Prediction, GBC Prediction, RFC Prediction

How we built it

We have built the code using coding languages such as python, Machine Learning, Java script, GUI, importing pandas etc.

Challenges we ran into

Collecting various data sets and running them into machine learning was a bit hard, but still we enjoyed creating GUI website and learned a lot throughout the process.

Accomplishments that we're proud of

We are really proud of creating a code which detects the news article whether it is fake or real, we will be really happy and proud at the same time if it helps people to get awareness of the news correctly.

What we learned

We have learnt how to create a effective code and GUI relating to ethical AI. We have also improved time managing skills and team work overall in the hackathon

What's next for TEAM223_Fake News Detection

We hope this model helps people getting awareness about the news happening in the world. People can report any fake news and also the website should check news before giving access to post them.