Data Science, Recommender Systems, Collaborative Filtering, Artificial Intelligence, Machine Learning.
addition, sparsity is another concern. Take a look at the above table again. Although there is only one user that rated both Matrix and Titanic rated, the similarity between them is 1. In extreme cases, we can have millions of users and the similarity between two fairly different movies could be