GT-WebDev-GameLogs / gamelogs

A social, review platform for video games
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Recommender System #12

Open TimothySung1 opened 1 month ago

TimothySung1 commented 1 month ago

Create a recommender system that will predict games for users based on their reviews.

I would personally opt for a Convolutional Neural Network, but I highly encourage playing around and doing your own research. We will use PyTorch for implementation of the model, and we might want to host it on a Python Flask/Django API/server.

Some cool features that we can analyze are the review contents (maybe keep track of highly positive or negative words in reviews to further deepen the preference of a user), of course the rating itself, and also maybe who they are friends with.