9. A system for providing media guidance, the system comprising: a hardware processor that is configured to: receive a query including a plurality of words from a user; determine that a first one or more of the plurality of words belongs to a first predetermined category of words that imply a location associated with the user; determine that a second one or more of the plurality of words belongs to a second predetermined category of words that imply a time; determine that a third one or more of the plurality of words belongs to a third predetermined category of words that imply a device associated with the user; extract a search term that includes the one or more of the plurality of words corresponding to the implied location associated with the user, the implied time, and the implied device associated with the user, from the plurality of words; determine, based on the extracted search term, that a plurality of media content items are available at the implied location associated with the user at the implied time via the implied device associated with the user; determine popularity information associated with a plurality of media content items and a plurality of content sources, wherein the plurality of media content items are available from one or more of the plurality of content sources; select a media content item from the plurality of media content items based at least in part on the popularity information associated with each of the plurality of media content items, wherein the selected media content item is available from at least one of the plurality of content sources; select at least one content source from the plurality of content sources based at least in part on the location associated with the extracted search term and the popularity information associated with each of the plurality of content sources; and cause a recommendation interface to be presented to the user, wherein the recommendation interface includes the selected media content item that is provided from the at least one selected content source.
9. A system for providing media guidance, the system comprising: a hardware processor that is configured to: receive a query including a plurality of words from a user; determine that a first one or more of the plurality of words belongs to a first predetermined category of words that imply a location associated with the user; determine that a second one or more of the plurality of words belongs to a second predetermined category of words that imply a time; determine that a third one or more of the plurality of words belongs to a third predetermined category of words that imply a device associated with the user; extract a search term that includes the one or more of the plurality of words corresponding to the implied location associated with the user, the implied time, and the implied device associated with the user, from the plurality of words; determine, based on the extracted search term, that a plurality of media content items are available at the implied location associated with the user at the implied time via the implied device associated with the user; determine popularity information associated with a plurality of media content items and a plurality of content sources, wherein the plurality of media content items are available from one or more of the plurality of content sources; select a media content item from the plurality of media content items based at least in part on the popularity information associated with each of the plurality of media content items, wherein the selected media content item is available from at least one of the plurality of content sources; select at least one content source from the plurality of content sources based at least in part on the location associated with the extracted search term and the popularity information associated with each of the plurality of content sources; and cause a recommendation interface to be presented to the user, wherein the recommendation interface includes the selected media content item that is provided from the at least one selected content source. 15. The system of claim 9 , wherein the hardware processor is further configured to determine a subset of the plurality of content sources for providing the selected media content item, wherein the subset of the plurality of content sources includes on-demand content sources that are available based on applications associated with media devices that are at or near the location information associated with the user.