Possibly a diminutive for Jovan or Jovana or a variant of Jovi, or derived from the English word "jovial" meaning "merry; cheerful and good humored".In the popular 2003 Christmas film 'Elf', actress Zooey Deschanel portrayed a protagonist named Jovie.