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nikki1234567 / MovieRecommender

As a part of our curriculum at NCSU CSC 510, we have a developed a movie-recommender, which will recommend movies. Movies are recommended by this.
MIT License
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Developed model for weekly email recommendation roster #10

Closed ShanmukhaSreenivas closed 1 month ago

ShanmukhaSreenivas commented 1 month ago

Created a model to generate weekly email movie recommendations based on weighted plot similarity.

nikki1234567 commented 1 month ago

The model is working well for generating personalized recommendations. Next, we should ensure the weekly email scheduling and user opt-in functionality are fully integrated, so subscribed users receive these recommendations on schedule

ShanmukhaSreenivas commented 1 month ago

The weekly email recommendation model has been successfully developed. It analyzes users' recommended movie history, applying a weighted plot-based approach using the frequency of each movie as a weight, and utilizes cosine similarity to find plot-similar movies. Users who opted in at registration will receive these tailored recommendations weekly.

Commit ID's : c4dfc7987206cab092b382dc0b8dccda8aa37c17, ac851c6f02711f8bb0cfe637a7c400e9ae0e7b24