Abstract: Exemplary embodiments provide for optimizing operation of a radio program operated by a host process. Aspects include analyzing the contextual information received from the plurality of client devices participating in the radio program and enabling at least one feature on the host process based at least in part on the contextual information.

Abstract: Methods and systems for generating media item recommendations are disclosed herein. According to an aspect, a method may include using at least a processor and memory for receiving candidate media items associated with one or more computing devices that either has recently played or is currently playing a media item currently being played by another computing device. The method may also include determining recommendation scores for the candidate media items based on occurrence counts of the media items within a predetermined time period. Further, the method may include generating a media item recommendation for the other computing device based on the recommendation scores.

Abstract: Methods and systems for generating media item recommendations are disclosed herein. According to an aspect, a method may include using at least a processor and memory for receiving candidate media items associated with one or more computing devices that either has recently played or is currently playing a media item currently being played by another computing device. The method may also include determining recommendation scores for the candidate media items based on occurrence counts of the media items within a predetermined time period. Further, the method may include generating a media item recommendation for the other computing device based on the recommendation scores.

Abstract: An Internet radio station program discovery service is provided. A plurality of Internet radio station programs is obtained. For each Internet radio station program of the plurality of Internet radio station programs, the Internet radio station program is dynamically categorized by mapping a dynamically identified topic of the Internet radio station program to a content classifier. A User is enabled to discover an Internet radio station program of interest from the plurality of Internet radio station programs based on the dynamic categorizations for the plurality of Internet radio station programs.

Abstract: Systems and methods for providing representative information for a geographic area of interest are disclosed. In one embodiment, a media service tracks media interaction histories (e.g., play histories) for a number of users registered with the media service, where each media interaction history identifies media items interacted with by the corresponding user as well as the locations at which at least a subset of the media items were interacted with by the corresponding user. The media service receives a request from a requesting user for representative information for a geographic area of interest. In response to receiving the request, the media service determines representative information for the geographic area of interest based on at least a subset of the media interaction histories of the users and effects presentation of the representative information to the requesting user.