Description: Fundamentals of Business Intelligence, Hardcover by Grossmann, Wilfried; Rinderle-ma, Stefanie, ISBN 3662465302, ISBN-13 9783662465301, Brand New, Free shipping in the US 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 high-quality data structured in such a way that complex analytical tools can be applied. The main emphasis is on process mining and data mining techniques and the combination of these methods for process-oriented data. After a general introduction to the business intelligence (BI) process and its constituent tasks in chapter 1, chapter 2 discusses different approaches to modeling in BI applications. Chapter 3 is an overview and provides details of data provisioning, including a section on big data. Chapter 4 tackles data description, visualization, and reporting. Chapter 5 introduces data mining techniques for cross-sectional data. Different techniques for the analysis of temporal data are then detailed in Chapter 6. Subsequently, chapter 7 explains techniques for the analysis of process data, followed by the introduction of analysis techniques for multiple BI perspectives in chapter 8. Th closes with a summary and discussion in chapter 9. Throughout th, (mostly open source) tools are recommended, described and applied; a more detailed survey on tools can be found in the appendix, and a detailed code for the solutions together with instructions on how to install the software used can be found on the accompanying website. Also, all concepts presented are illustrated and selected examples and exercises are provided.Th is suitable for graduate students in computer science, and the dedicated website with examples and solutions makes th ideal as a textbook for a first course in business intelligence in computer science or business information systems. Additionally, practitioners and industrial developers who are interested in the concepts behind business intelligence will benefit from the clear explanations and many examples.
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Book Title: Fundamentals of Business Intelligence
Number of Pages: Xviii, 348 Pages
Language: English
Publication Name: Fundamentals of Business Intelligence : Models and Analytical Techniques
Publisher: Springer Berlin / Heidelberg
Subject: Management Information Systems, Business Ethics, Probability & Statistics / General, Decision-Making & Problem Solving, Databases / Data Mining
Publication Year: 2015
Type: Textbook
Item Weight: 237.8 Oz
Author: Wilfried Grossmann, Stefanie Rinderle-Ma
Subject Area: Mathematics, Computers, Business & Economics
Item Length: 9.3 in
Item Width: 6.1 in
Series: Data-Centric Systems and Applications Ser.
Format: Hardcover
