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Recommendation System for MoviesLens Dataset

Various recommendation approaches have been used:

  • Based on Cosine Similarity, recommends highly rated movies
  • Based on an Actor's Name, the algorithm recommends movies based on highest average audience rating
  • Given user-id as input, the algorithm finds out the favourite lead actor of the user and recommends movies
  • Based on Director's Name, movies directed by the Director are recommended based on audience rating
  • Based on Favourite Director of a user

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