Titan Tutorial #8: Building and deploying a a collaborative-filtering recommender service from scratch Introduction Recommender systems are information filtering systems oriented to customize and personalize the experience of the users using a service. In order to achieve this, recommender systems make predictions about user preferences based on multiple sources of information (interests, past actions, similar users, context…).