"pretentiously artistic," 1902, from arts (see art (n.)); originally artsy-craftsy, with reference to the arts and crafts movement; always more or less dismissive or pejorative; artsy-fartsy was in use by 1971.
artist
artiste
artistic
artistry
artless
artsy
artwork
arty
arugula
ARVN
-ary