Fundamentals of business intelligence:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg ; New York ; Dordrecht ; London
Springer
[2015]
|
| Schriftenreihe: | Data-centric systems and applications
|
| Schlagworte: | |
| Online-Zugang: | DE-91 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (xviii, 348 Seiten) Illustrationen, Diagramme |
| ISBN: | 9783662465318 |
| ISSN: | 2197-9723 |
| DOI: | 10.1007/978-3-662-46531-8 |
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Datensatz im Suchindex
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FUNDAMENTALS OF BUSINESS INTELLIGENCE
/ GROSSMANN, WILFRIED
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
FUNDAMENTALS OF BUSINESS INTELLIGENCE
/ GROSSMANN, WILFRIED
: 2015
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
| any_adam_object | 1 |
| author | Grossmann, Wilfried Rinderle-Ma, Stefanie 1976- |
| author_GND | (DE-588)170283852 (DE-588)1029079021 |
| author_facet | Grossmann, Wilfried Rinderle-Ma, Stefanie 1976- |
| author_role | aut aut |
| author_sort | Grossmann, Wilfried |
| author_variant | w g wg s r m srm |
| building | Verbundindex |
| bvnumber | BV042669787 |
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| ctrlnum | (OCoLC)912959738 (DE-599)BVBBV042669787 |
| dewey-full | 650 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 650 - Management and auxiliary services |
| dewey-raw | 650 |
| dewey-search | 650 |
| dewey-sort | 3650 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Informatik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-662-46531-8 |
| format | Electronic eBook |
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| id | DE-604.BV042669787 |
| illustrated | Not Illustrated |
| indexdate | 2024-09-12T00:14:53Z |
| institution | BVB |
| isbn | 9783662465318 |
| issn | 2197-9723 |
| language | English |
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| record_format | marc |
| series2 | Data-centric systems and applications |
| spelling | Grossmann, Wilfried Verfasser (DE-588)170283852 aut Fundamentals of business intelligence Wilfried Grossmann, Stefanie Rinderle-Ma Berlin ; Heidelberg ; New York ; Dordrecht ; London Springer [2015] 1 Online-Ressource (xviii, 348 Seiten) Illustrationen, Diagramme txt rdacontent c rdamedia cr rdacarrier Data-centric systems and applications 2197-9723 Business Intelligence (DE-588)4588307-5 gnd rswk-swf Wissensmanagement (DE-588)4561842-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Managementinformationssystem (DE-588)4074518-1 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf Prozessmanagement (DE-588)4353072-2 gnd rswk-swf Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd rswk-swf Informatik (DE-588)4026894-9 s Data Mining (DE-588)4428654-5 s Informationssystem (DE-588)4072806-7 s Managementinformationssystem (DE-588)4074518-1 s Prozessmanagement (DE-588)4353072-2 s Business Intelligence (DE-588)4588307-5 s DE-604 Wissensmanagement (DE-588)4561842-2 s Entscheidungsunterstützungssystem (DE-588)4191815-0 s 1\p DE-604 Rinderle-Ma, Stefanie 1976- Verfasser (DE-588)1029079021 aut Erscheint auch als Druck-Ausgabe 978-3-662-46530-1 https://doi.org/10.1007/978-3-662-46531-8 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101870&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101870&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Grossmann, Wilfried Rinderle-Ma, Stefanie 1976- Fundamentals of business intelligence Business Intelligence (DE-588)4588307-5 gnd Wissensmanagement (DE-588)4561842-2 gnd Data Mining (DE-588)4428654-5 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Informationssystem (DE-588)4072806-7 gnd Prozessmanagement (DE-588)4353072-2 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd |
| subject_GND | (DE-588)4588307-5 (DE-588)4561842-2 (DE-588)4428654-5 (DE-588)4074518-1 (DE-588)4026894-9 (DE-588)4072806-7 (DE-588)4353072-2 (DE-588)4191815-0 |
| title | Fundamentals of business intelligence |
| title_auth | Fundamentals of business intelligence |
| title_exact_search | Fundamentals of business intelligence |
| title_full | Fundamentals of business intelligence Wilfried Grossmann, Stefanie Rinderle-Ma |
| title_fullStr | Fundamentals of business intelligence Wilfried Grossmann, Stefanie Rinderle-Ma |
| title_full_unstemmed | Fundamentals of business intelligence Wilfried Grossmann, Stefanie Rinderle-Ma |
| title_short | Fundamentals of business intelligence |
| title_sort | fundamentals of business intelligence |
| topic | Business Intelligence (DE-588)4588307-5 gnd Wissensmanagement (DE-588)4561842-2 gnd Data Mining (DE-588)4428654-5 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Informationssystem (DE-588)4072806-7 gnd Prozessmanagement (DE-588)4353072-2 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd |
| topic_facet | Business Intelligence Wissensmanagement Data Mining Managementinformationssystem Informatik Informationssystem Prozessmanagement Entscheidungsunterstützungssystem |
| url | https://doi.org/10.1007/978-3-662-46531-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101870&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028101870&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT grossmannwilfried fundamentalsofbusinessintelligence AT rinderlemastefanie fundamentalsofbusinessintelligence |