1. A method of selecting content items for presentation to a user, comprising: presenting content items to the user; obtaining metadata tags associated with the presented content items; receiving user input controlling display of the content items; and for each metadata tag, storing a user exposure score indicating occurrences of non-skipped viewings of content items associated with the metadata tag.