The basics of recommender system methodology are reviewed and the emerging arena of active recommender systems are looked at, which shows which advertisements to show to users.
Abstract Recommender systems are the engine of online advertising. Not only do they suggest movies, music, or romantic partners, but they also are used to select which advertisements to show to users. This paper reviews the basics of recommender system methodology and then looks at the emerging arena of active recommender systems.