Fundamentals of Business Intelligence

• Main Authors: Grossmann, Wilfried (Author), Rinderle-Ma, Stefanie (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
• Series: Data-Centric Systems and Applications,
• Subjects: Computer science.; Management information systems.; Industrial management.; Data mining.; Application software.; Computer Science.; Data Mining and Knowledge Discovery.; Business Information Systems.; Computer Appl. in Administrative Data Processing.; Information Systems Applications (incl. Internet).; Business Process Management.

This book presents a comprehensive and systematic introduction to transforming process-oriented data into information about the underlying business process, which is essential for all kinds of decision-making. To that end, the authors develop step-by-step models and analytical tools for obtaining hi...

Table of Contents:

• 1 Introduction
• 2 Modeling in Business Intelligence
• 3 Data Provisioning
• 4 Data Description and Visualization
• 5 Data Mining for Cross-Sectional Data
• 6 Data Mining for Temporal Data
• 7 Process Analysis
• 8 Analysis of Multiple Business Perspectives
• 9 Summary
• A Survey on Business Intelligence Tools.