In Hebrew, name Absalom means – Father of peace. In the bible Absalom son of King David was renowned for handsome appearance and ability to win loyalty and allegiance.. Other origins for name Absalom include – Hebrew, Israeli. Name Absalom is most often used as a boy name or male name.