Detecting Quality Problems in Data Models by Clustering Heterogeneous Data Values

Viola Wenz, Arno Kesper, Gabriele Taentzer

Data is of high quality if it is fit for its intended use. The quality of data is influenced by the underlying data model and its quality. One major quality problem is the heteroge…