Content such as user interface items provided to a user during a session of an interactive application is personalized. One or more environmental context attribute values for the session are determined. Responsive to a request for content, for at least one item of the content, each of the environmental context attribute values are mapped to respective values indicating a users level of interest in the item for the environmental context attribute values. Content is retrieved from a content database and the content is personalized as a function of the users level of interest in the item for the environmental context attribute values before being returned to the application.