All the tasks use the same algorithms previously presented, i.e., the k-means clustering algorithm, the User-Based Collaborative Filtering algorithm and the Additive Utilitarian modeling strategy. The difference with the MergeRecommendation system is on the modeling task, that considers all the predictions and not just the top-n predicted items.