Creation of a recomendation system using MongoDB for data storage, HTML, CSS, Jinja2 and JavaScript for the webpages and Flask to establish the connection between the webpages and the database.
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Cold case Users:
recomendation of the top 10 best voted films by IMDB.
recomendation of top 10 best films according to all the plataform users.
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Similar Users-Based:
personal recomendation of top 10 films according to the top X most similar users.
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Content-Based:
recomendation of the 10 best films based on the user's preferences.
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Cold Start Films:
presentation on the pos-login page of the 15 most recent movies with the lowest views.(the number of views is incremented every time a film falls on the cold start case recomendation.)
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Restriction-Based:
implementation of a seachbar that works as a restriction based recomendation. Can be used on title, description, genre, etc...