Inspiration
The idea is inspired by the ability of Machine Learning to make a revolution . It is a great tool which is paving way for number of things .
What it does
As online shopping has become a familiar thing , it is necessary to maintain a website which reduces the efficiency of the scalper bots which tries to buy all the products affecting all other legitimate customers. Our solution aims at stopping these bots to provide a good quality of service
How we built it
We collected data which contains the time taken by a bot to buy a product and time taken by a human to buy a product. Then we trained our model using those data . Based on its prediction , we can stop the bots.
Challenges we ran into
Collection of data took too long because there were a wide range of data
Accomplishments that we're proud of
We were able to predict if it is a bot or a human in a very good manner
What we learned
We learnt the way how we have to approach a problem
What's next for Enhanced Protection against Scalper Bots
Instead of setting a timer for the entire transaction , we can calculate time taken by the user in the each page of the site. By doing so we can make our model even more accurate
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