AAAI Publications, Twenty-Second International FLAIRS Conference

Font Size: 
A Data Warehouse-Based Approach for Quality Management, Analysis and Evaluation of Intelligent Systems using Subgroup Mining
Martin Atzmueller, Frank Puppe, Stephanie Beer

Last modified: 2009-03-18


Quality management, analysis and evaluation of intelligent
systems are important tasks. This paper proposes a data mining
approach based on the technique of subgroup mining utilizing
a data warehouse that contains data from the respective
intelligent system to be evaluated and from other external
sources. The context of our work is given by an intelligent
documentation and consultation system in the medical domain
of sonography. For demonstrating the applicability and
benefit of the presented approach, we provide several realworld
examples of a case-study applying the approach in the
medical domain of sonography.


subgroup mining; knowledge evaluation; knowledge refinement; quality control; quality management

Full Text: PDF