Data quality monitors

摘要

Systems and methods are presented for data quality monitoring. Data quality monitors may be created and configured to identify objects with specified data quality issues and/or property values. Objects identified by a data quality monitor can be presented to users for confirmation and resolution. Properties used by the data quality monitor to match objects may also be displayed to users.

主权项

1. A computer system comprising:
one or more computer processors; and a tangible storage device storing instructions configured for execution by the one or more computer processors in order to cause the computer system to:
receive, from a user of the computer system, a selection of a first object type, wherein a first object corresponds to the first object type;receive, from the user of the computer system, a selection of one or more of a plurality of second object types that the first object type is required to be associated with, wherein a second object corresponds to one or more of the plurality of second object types, and wherein the first object is associated with the second object;identify respective objects of the first object type that are each associated with one or more of the plurality of second object types, the identified objects comprising the first object, wherein each of the identified objects have one or more properties;receive, from the user of the computer system, a selection of one or more data quality criterion to be identified in the identified objects;determine potential data quality problems of the identified objects by matching the one or more data quality criterion with the respective one or more properties of the identified objects;generate a user interface indicating the potential data quality problems of the identified objects; anddisplay, for user selection in the user interface, a potential resolution for the potential data quality problem.