Movie recommendation system through three techniques:
- Most popular films based with IMDB weighted rating
- Content-based with film metadata(cast, director, genres, description)
- Collaborative filtering with SVD and SVDpp
Project of the Artificial Intelligence course, University of Bologna, A.Y. 2021/2022. Aurora Brega, Francesco Saverio Beccafichi, Francesco Piconi
The dataset "The Movie Dataset" was obtained from Kaggle (https://www.kaggle.com/datasets/rounakbanik/the-movies-dataset) and this is an ensemble of data collected from TMDB and GroupLens.