A Device-Based Control System (DBCS) enables a device-agnostic and source-agnostic entertainment experience through use of an internet-enabled device (IED). The IED includes a media management application for navigating through media or entertainment content, controlling media devices according to a type of media content selected by the user, and sharing media experiences via social networks. The IED includes smartphones, tablet computers, and other internet-enabled processor-based devices. The DBCS leverages the internet access of the IED to enable search and discovery of all available media content. A content recommendation system (CRS) coupled to the media management application learns media preferences from user behavior, generates from numerous disparate media sources media choices corresponding to the media preferences, and presents the media choices on the IED.