Verfügbarkeit: Fundamentals of business intelligence

Fundamentals of business intelligence:

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Bibliographische Detailangaben
Beteiligte Personen:	Grossmann, Wilfried (VerfasserIn), Rinderle-Ma, Stefanie 1976- (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Berlin ; Heidelberg ; New York ; Dordrecht ; London Springer [2015]
Schriftenreihe:	Data-centric systems and applications
Schlagwörter:	Entscheidungsunterstützungssystem Data Mining Wissensmanagement Business Intelligence Informationssystem Managementinformationssystem Informatik Prozessmanagement
Links:	https://ebookcentral.proquest.com/lib/munchentech/detail.action?docID=6311196 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
Umfang:	1 Online-Ressource (xviii, 348 Seiten) Illustrationen, Diagramme
ISBN:	9783662465318
ISSN:	2197-9723
DOI:	10.1007/978-3-662-46531-8

Internformat

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Datensatz im Suchindex

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adam_text	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.
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spellingShingle	Grossmann, Wilfried Rinderle-Ma, Stefanie 1976- Fundamentals of business intelligence Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Data Mining (DE-588)4428654-5 gnd Wissensmanagement (DE-588)4561842-2 gnd Business Intelligence (DE-588)4588307-5 gnd Informationssystem (DE-588)4072806-7 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Prozessmanagement (DE-588)4353072-2 gnd
subject_GND	(DE-588)4191815-0 (DE-588)4428654-5 (DE-588)4561842-2 (DE-588)4588307-5 (DE-588)4072806-7 (DE-588)4074518-1 (DE-588)4026894-9 (DE-588)4353072-2
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	Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Data Mining (DE-588)4428654-5 gnd Wissensmanagement (DE-588)4561842-2 gnd Business Intelligence (DE-588)4588307-5 gnd Informationssystem (DE-588)4072806-7 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Prozessmanagement (DE-588)4353072-2 gnd
topic_facet	Entscheidungsunterstützungssystem Data Mining Wissensmanagement Business Intelligence Informationssystem Managementinformationssystem Informatik Prozessmanagement
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

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