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Books > Computing & IT > Applications of computing > Databases > Data mining
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Fundamentals of Business Intelligence (Hardcover, 2015 ed.)
Loot Price: R2,566
Discovery Miles 25 660
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Fundamentals of Business Intelligence (Hardcover, 2015 ed.)
Series: Data-Centric Systems and Applications
Expected to ship within 9 - 17 working days
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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. The
book closes with a summary and discussion in chapter 9. Throughout
the book, (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. The
book is suitable for graduate students in computer science, and the
dedicated website with examples and solutions makes the book 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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