Recommendation System, Recommender Systems, Machine Learning, Data Science, Big Data.
For instance, if we know that user u bought an item i, we can recommend to u the available items with features most similar to i. The advantage of this approach is that items metadata are known in advance, so we can also apply it to Cold-Start scenarios where a new item or user is added to the