LOCAL RECOMMENDATION ENGINE

A recommendation engine and a user profile stored on a user device are employed by the user device to select from a content store, content that is relevant to a current display of the user device. The selected content is combined with the current display to generate the contextually relevant display. The user profile on the user device is updated based on user interaction with the displayed content and the updated profile may be uploaded to the server in accordance with privacy settings associated with the user profile.