Data Science, Recommender Systems, Collaborative Filtering, Artificial Intelligence, Machine Learning.
rating that the user gives to that movie. Assume user E is the target. Since user A and F do not share any movie ratings in common with user E, their similarities with user E are not defined in Pearson Correlation. Therefore, we only need to consider user B, C, and D. Based on Pearson Correlation,