Schema mappings enable declarative and executable specification of transformations between different schematic representations application concepts. Most work on mapping generation has assumed that the source target schemas are well defined, e.g., with declared keys foreign keys, processes exist to support data engineer in labour-intensive process producing a high-quality integration. However, ...