Coverart for item
The Resource Fundamentals of Business Intelligence, by Wilfried Grossmann, Stefanie Rinderle-Ma, (electronic book)

Fundamentals of Business Intelligence, by Wilfried Grossmann, Stefanie Rinderle-Ma, (electronic book)

Label
Fundamentals of Business Intelligence
Title
Fundamentals of Business Intelligence
Statement of responsibility
by Wilfried Grossmann, Stefanie Rinderle-Ma
Creator
Contributor
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
DE-He213
http://library.link/vocab/creatorDate
1948-
http://library.link/vocab/creatorName
Grossmann, Wilfried
Dewey number
006.312
Image bit depth
0
LC call number
QA76.9.D343
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
Rinderle-Ma, Stefanie
Series statement
Data-Centric Systems and Applications,
http://library.link/vocab/subjectName
  • Computer science
  • Data mining
  • Information systems
  • Management information systems
Label
Fundamentals of Business Intelligence, by Wilfried Grossmann, Stefanie Rinderle-Ma, (electronic book)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
978-3-662-46531-8
Dimensions
unknown
Extent
XVIII, 348 p. 116 illus., 81 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783662465318
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-662-46531-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Reproduction note
Electronic resource.
Specific material designation
remote
Label
Fundamentals of Business Intelligence, by Wilfried Grossmann, Stefanie Rinderle-Ma, (electronic book)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
978-3-662-46531-8
Dimensions
unknown
Extent
XVIII, 348 p. 116 illus., 81 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783662465318
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-662-46531-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Reproduction note
Electronic resource.
Specific material designation
remote

Library Locations

Processing Feedback ...