In this paper, we introduce a notion of the family of closed world assumptions and compare severalwell-known closed world approaches in the family to the extent to which an incomplete database is com-pleted. In this paper, we introduce a notion of the family of closed world assumptions and compare severalwell-known closed world approaches in the family to the extent to which an incomplete database is com-pleted.