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Jokes_Recommender_System

Presentation is uploaded in root directory as "Jokes-recommender-system.pdf"

Structure:

  • Web application is written in C# ASP.NET MVC following conventional application structure and the main logic and recommending alghoritms are in files "JokeFacade.cs" and "RatingFacade.cs" in "Jokes_Recommender_System/Jokes_recommender_system/Jokes_recommender_system/Models/Facades" directory.
  • Optimicer script is written in Python3 and using the external library RAKE-NLTK

Team roles:

  • Adam Teršl: Web scraping data set, creating database model, developing web application, presenting
  • Andrej Boniš: Term frequency/inverse document frequency recommendation, collaborative filtering recommendation by category, policy of likes/dislikes, presenting
  • Eduardo Roldán: Filtering and balancing the dataset.
  • Patrik Novák: Similar joke recommendation, different joke recommendation, presenting.

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