Question: 12 12 Recommender Systems - Nearest Neighbors - Consider the following user-movie rating matrix. UsersMovies A B D Alice 1 1 0 0 Bob 0

 12 12 Recommender Systems - Nearest Neighbors - Consider the following

user-movie rating matrix. Users\Movies A B D Alice 1 1 0 0

12

12 Recommender Systems - Nearest Neighbors - Consider the following user-movie rating matrix. Users\Movies A B D Alice 1 1 0 0 Bob 0 o 1 0 Carlos 1 1 1 1 David 1 1 o 1 Elina 0 1 1 1 2.0p a Using the cosine similarity measure and user-based collaborative filtering, who is Alice's nearest neighbor? Elina 3.0p b Insert the similarity score between Alice and her nearest neighbor (round to 2 decimal places): Answer 1. Op Which movie would you recommend to Alice based on the previous result? B

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