The first official use of the name `` Antarctica '' as a continental name in the 1890s is said to have been used by Scottish cartographer John George Bartholomew . The first formal use of the name `` Antarctica '' as a continental name in the 1890s is attributed to the Scottish cartographer John George Bartholomew .