Data Integration is a data processing technique that collects data from different sources (such as data cubes, multiple databases, and flat files) and offers a unified view of the data to the users. Data integration in data mining connects with issues such as duplicate data, inconsistent data, old systems, etc. Manual data integration can be achieved through middleware and applications. There are two major system for data integration which are tight coupling method and loose coupling method.
