The name given to a celebrity's dedicated fan base (e.g. Directioners (fans of One Direction), Beliebers (Justin Bieber), Whovians (Doctor Who), Potterheads (Harry Potter)).
Friend 1: What's the fanonym for Doctor Who?
Friend 2: Oh, those fans are called Whovians.