Improving the Predictive Power of Business Performance Measurement Systems by Constructed Data Quality Features? Five Cases

• Published in: Advances in Data Mining: Applications and Theoretical Aspects pp. 3 - 16
• Main Author: Vattulainen, Markus
• Format: Book Chapter
• Language: English
• Published: Cham Springer International Publishing 2015
• Series: Lecture Notes in Computer Science
• Subjects: Business performance measurement system; Data quality; Feature construction; Predictive classification; Preprocessing

Predictive power is an important objective for current business performance measurement systems and it is based on metrics design, collection and preprocessing of data and predictive modeling. A promising but less studied preprocessing activity is to construct additional features that can be interpr...