A system for creating a shared media streaming session includes a memory and a processor. The processor is operable to, for each user in a shared media streaming session, retrieve a user track list and user playback history associated with the user from the memory; filter the user track lists according to predetermined rules; combine the filtered user track lists to create a session segment; generate a pool of recommended tracks; and determine whether there are multiple users in the shared media streaming session. The processor may further be operable to determine whether the session segment complies with licensing rules, and add the session segment to a session track list to be streamed to users of the shared media streaming session.