Updated June 9, 2019 Share: Family name origins & meanings English (Norfolk) : unexplained; perhaps a variant of Woolsey.Americanized spelling of Dutch Wiltse.Hendrick Wiltsee’s son Hendrick, born in 1746, spelled his surname Willse in adult life.