Cleaning Data with Forbidden Itemsets

Methods for cleaning dirty data typically rely on additional information about the data, such as user-specified constraints that specify when a database is dirty. These constraints often involve domain restrictions and illegal value combinations. Traditionally, a database is considered clean if all constraints are satisfied. However, many...More