Availability: Fundamentals of business intelligence | Technische Universität München

Fundamentals of business intelligence:

Saved in:

Bibliographic Details
Main Authors:	Grossmann, Wilfried (Author), Rinderle-Ma, Stefanie 1976- (Author)
Format:	Book
Language:	English
Published:	Berlin [u.a.] Springer 2015
Series:	Data-centric systems and applications
Subjects:	Informationssystem Entscheidungsunterstützungssystem Data Mining Managementinformationssystem Informatik Prozessmanagement Wissensmanagement Business Intelligence
Links:	http://deposit.dnb.de/cgi-bin/dokserv?id=5147605&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027818096&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	XVIII, 348 S. graph. Darst.
ISBN:	9783662465301 9783662509401 3662465302

Staff View

MARC


LEADER	00000nam a22000008c 4500
001	BV042382035
003	DE-604
005	20170502
007	t\|
008	150226s2015 gw d\|\|\| \|\|\|\| 00\|\|\| eng d
015			\|a 15,N07 \|2 dnb
016	7		\|a 106647317X \|2 DE-101
020			\|a 9783662465301 \|c Gb. : ca. EUR 64.19 (DE) (freier Pr.), ca. EUR 65.99 (AT) (freier Pr.), ca. sfr 80.00 (freier Pr.) \|9 978-3-662-46530-1
020			\|a 9783662509401 \|9 978-3-662-50940-1
020			\|a 3662465302 \|9 3-662-46530-2
035			\|a (OCoLC)903394772
035			\|a (DE-599)DNB106647317X
040			\|a DE-604 \|b ger \|e rakddb
041	0		\|a eng
044			\|a gw \|c XA-DE-BE
049			\|a DE-945 \|a DE-1050 \|a DE-355 \|a DE-91 \|a DE-706 \|a DE-91G
082	0		\|a 658.4720285 \|2 22/ger
084			\|a QH 500 \|0 (DE-625)141607: \|2 rvk
084			\|a ST 530 \|0 (DE-625)143679: \|2 rvk
084			\|a 004 \|2 sdnb
084			\|a WIR 570f \|2 stub
100	1		\|a Grossmann, Wilfried \|e Verfasser \|0 (DE-588)170283852 \|4 aut
245	1	0	\|a Fundamentals of business intelligence \|c Wilfried Grossmann ; Stefanie Rinderle-Ma
264		1	\|a Berlin [u.a.] \|b Springer \|c 2015
300			\|a XVIII, 348 S. \|b graph. Darst.
336			\|b txt \|2 rdacontent
337			\|b n \|2 rdamedia
338			\|b nc \|2 rdacarrier
490	0		\|a Data-centric systems and applications
650	0	7	\|a Informationssystem \|0 (DE-588)4072806-7 \|2 gnd \|9 rswk-swf
650	0	7	\|a Entscheidungsunterstützungssystem \|0 (DE-588)4191815-0 \|2 gnd \|9 rswk-swf
650	0	7	\|a Data Mining \|0 (DE-588)4428654-5 \|2 gnd \|9 rswk-swf
650	0	7	\|a Managementinformationssystem \|0 (DE-588)4074518-1 \|2 gnd \|9 rswk-swf
650	0	7	\|a Informatik \|0 (DE-588)4026894-9 \|2 gnd \|9 rswk-swf
650	0	7	\|a Prozessmanagement \|0 (DE-588)4353072-2 \|2 gnd \|9 rswk-swf
650	0	7	\|a Wissensmanagement \|0 (DE-588)4561842-2 \|2 gnd \|9 rswk-swf
650	0	7	\|a Business Intelligence \|0 (DE-588)4588307-5 \|2 gnd \|9 rswk-swf
689	0	0	\|a Business Intelligence \|0 (DE-588)4588307-5 \|D s
689	0	1	\|a Wissensmanagement \|0 (DE-588)4561842-2 \|D s
689	0	2	\|a Prozessmanagement \|0 (DE-588)4353072-2 \|D s
689	0	3	\|a Data Mining \|0 (DE-588)4428654-5 \|D s
689	0	4	\|a Entscheidungsunterstützungssystem \|0 (DE-588)4191815-0 \|D s
689	0		\|5 DE-604
689	1	0	\|a Informatik \|0 (DE-588)4026894-9 \|D s
689	1	1	\|a Data Mining \|0 (DE-588)4428654-5 \|D s
689	1	2	\|a Informationssystem \|0 (DE-588)4072806-7 \|D s
689	1	3	\|a Managementinformationssystem \|0 (DE-588)4074518-1 \|D s
689	1	4	\|a Prozessmanagement \|0 (DE-588)4353072-2 \|D s
689	1	5	\|a Business Intelligence \|0 (DE-588)4588307-5 \|D s
689	1		\|8 1\p \|5 DE-604
700	1		\|a Rinderle-Ma, Stefanie \|d 1976- \|e Verfasser \|0 (DE-588)1029079021 \|4 aut
856	4	2	\|m X:MVB \|q text/html \|u http://deposit.dnb.de/cgi-bin/dokserv?id=5147605&prov=M&dok_var=1&dok_ext=htm \|3 Inhaltstext
856	4	2	\|m DNB Datenaustausch \|q application/pdf \|u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027818096&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA \|3 Inhaltsverzeichnis
883	1		\|8 1\p \|a cgwrk \|d 20201028 \|q DE-101 \|u https://d-nb.info/provenance/plan#cgwrk
943	1		\|a oai:aleph.bib-bvb.de:BVB01-027818096

Record in the Search Index

DE-BY-TUM_call_number	0002 WIR 570f 2015 A 5187 0048 WIR 570 2022 A 792 0102 WIR 570 2022 A 792
DE-BY-TUM_katkey	2138815
DE-BY-TUM_location	00 LSB 01
DE-BY-TUM_media_number	040008089270 040009559248 040008821585
_version_	1821935369127460864
adam_text	CONTENTS 1 INTRODUCTION 1 1.1 DEFINITION OF BUSINESS INTELLIGENCE 1 1.2 PUTTING BUSINESS INTELLIGENCE INTO CONTEXT 4 1.2.1 BUSINESS INTELLIGENCE SCENARIOS 4 1.2.2 PERSPECTIVES IN BUSINESS INTELLIGENCE 6 1.2.3 BUSINESS INTELLIGENCE VIEWS ON BUSINESS PROCESSES 8 1.2.4 GOALS OF BUSINESS INTELLIGENCE 11 1.2.5 SUMMARY: PUTTING BUSINESS INTELLIGENCE IN CONTEXT 13 1.3 BUSINESS INTELLIGENCE: TASKS AND ANALYSIS FORMATS 14 1.3.1 DATA TASK 14 1.3.2 BUSINESS AND DATA UNDERSTANDING TASK 15 1.3.3 MODELING TASK 17 1.3.4 ANALYSIS TASK 19 1.3.5 EVALUATION AND REPORTING TASK 20 1.3.6 ANALYSIS FORMATS 20 1.3.7 SUMMARY: TASKS AND ANALYSIS FORMATS 24 1.4 USE CASES 24 1.4.1 APPLICATION IN PATIENT TREATMENT 25 1.4.2 APPLICATION IN HIGHER EDUCATION 28 1.4.3 APPLICATION IN LOGISTICS 29 1.4.4 APPLICATION IN CUSTOMER RELATIONSHIP MANAGEMENT 30 1.5 STRUCTURE AND OUTLINE OF THE BOOK 31 1.6 RECOMMENDED READING (SELECTION) 32 REFERENCES 32 2 MODELING IN BUSINESS INTELLIGENCE 35 2.1 MODELS AND MODELING IN BUSINESS INTELLIGENCE 35 2.1.1 THE REPRESENTATION FUNCTION OF MODELS 36 2.1.2 MODEL PRESENTATION 39 2.1.3 MODEL BUILDING 41 XIII HTTP://D-NB.INFO/106647317X XIV CONTENTS 2.1.4 MODEL ASSESSMENT AND QUALITY OF MODELS 44 2.1.5 MODELS AND PATTERNS 45 2.1.6 SUMMARY: MODELS AND MODELING IN BUSINESS INTELLIGENCE 46 2.2 LOGICAL AND ALGEBRAIC STRUCTURES 46 2.2.1 LOGICAL STRUCTURES 46 2.2.2 MODELING USING LOGICAL STRUCTURES 48 2.2.3 SUMMARY: LOGICAL STRUCTURES 51 2.3 GRAPH STRUCTURES 51 2.3.1 MODEL STRUCTURE 51 2.3.2 MODELING WITH GRAPH STRUCTURES 54 2.3.3 SUMMARY: GRAPH STRUCTURES 57 2.4 ANALYTICAL STRUCTURES 58 2.4.1 CALCULUS 58 2.4.2 PROBABILISTIC STRUCTURES 61 2.4.3 STATISTICAL STRUCTURES 67 2.4.4 MODELING METHODS USING ANALYTICAL STRUCTURES 70 2.4.5 SUMMARY: ANALYTICAL STRUCTURES 73 2.5 MODELS AND DATA 74 2.5.1 DATA GENERATION 74 2.5.2 THE ROLE OF TIME 76 2.5.3 DATA QUALITY 78 2.5.4 SUMMARY: MODELS AND DATA 82 2.6 CONCLUSION AND LESSONS LEARNED 82 2.7 RECOMMENDED READING (SELECTION) 83 REFERENCES 83 3 DATA PROVISIONING 87 3.1 INTRODUCTION AND GOALS 87 3.2 DATA COLLECTION AND DESCRIPTION 88 3.3 DATA EXTRACTION 90 3.3.1 EXTRACTION-TRANSFORMATION-LOAD (ETL) PROCESS 90 3.3.2 BIG DATA 93 3.3.3 SUMMARY ON DATA EXTRACTION 98 3.4 FROM TRANSACTIONAL DATA TOWARDS ANALYTICAL DATA 98 3.4.1 TABLE FORMATS AND ONLINE ANALYTICAL PROCESSING (OLAP)... 100 3.4.2 LOG FORMATS 104 3.4.3 SUMMARY: FROM TRANSACTIONAL TOWARDS ANALYTICAL DATA 108 3.5 SCHEMA AND DATA INTEGRATION 108 3.5.1 SCHEMA INTEGRATION 108 3.5.2 DATA INTEGRATION AND DATA QUALITY 112 3.5.3 LINKED DATA AND DATA MASHUPS 113 3.5.4 SUMMARY: SCHEMA AND DATA INTEGRATION 114 3.6 CONCLUSION AND LESSONS LEARNED 115 CONTENTS XV 3.7 RECOMMENDED READING 115 REFERENCES 115 4 DATA DESCRIPTION AND VISUALIZATION 119 4.1 INTRODUCTION 119 4.2 DESCRIPTION AND VISUALIZATION OF BUSINESS PROCESSES 120 4.2.1 PROCESS MODELING AND LAYOUT 121 4.2.2 THE BPM TOOLS PERSPECTIVE 122 4.2.3 PROCESS RUNTIME VISUALIZATION 123 4.2.4 VISUALIZATION OF FURTHER ASPECTS 123 4.2.5 CHALLENGES IN VISUALIZING PROCESS-RELATED INFORMATION 126 4.2.6 SUMMARY: DESCRIPTION AND VISUALIZATION OF BUSINESS PROCESSES 127 4.3 DESCRIPTION AND VISUALIZATION OF DATA IN THE CUSTOMER PERSPECTIVE 127 4.3.1 PRINCIPLES FOR DESCRIPTION AND VISUALIZATION OF COLLECTIONS OF PROCESS INSTANCES 127 4.3.2 INTERACTIVE AND DYNAMIC VISUALIZATION 131 4.3.3 SUMMARY: VISUALIZATION OF PROCESS INSTANCES 133 4.4 BASIC VISUALIZATION TECHNIQUES 133 4.4.1 DESCRIPTION AND VISUALIZATION OF QUALITATIVE INFORMATION 134 4.4.2 DESCRIPTION AND VISUALIZATION OF QUANTITATIVE VARIABLES 137 4.4.3 DESCRIPTION AND VISUALIZATION OF RELATIONSHIPS 140 4.4.4 DESCRIPTION AND VISUALIZATION OF TEMPORAL DATA 143 4.4.5 INTERACTIVE AND DYNAMIC VISUALIZATION 145 4.4.6 SUMMARY: BASIC VISUALIZATION TECHNIQUES 146 4.5 REPORTING 147 4.5.1 DESCRIPTION AND VISUALIZATION OF METADATA 147 4.5.2 HIGH-LEVEL REPORTING 149 4.5.3 INFOGRAPHICS 151 4.5.4 SUMMARY: REPORTING 152 4.6 RECOMMENDED READING 153 REFERENCES 153 5 DATA MINING FOR CROSS-SECTIONAL DATA 155 5.1 INTRODUCTION TO SUPERVISED LEARNING 155 5.2 REGRESSION MODELS 159 5.2.1 MODEL FORMULATION AND TERMINOLOGY 159 5.2.2 LINEAR REGRESSION 161 5.2.3 NEURAL NETWORKS 166 5.2.4 KERNEL ESTIMATES 169 5.2.5 SMOOTHING SPLINES 171 5.2.6 SUMMARY: REGRESSION MODELS 172 XVI CONTENTS 5.3 CLASSIFICATION MODELS 173 5.3.1 MODEL FORMULATION AND TERMINOLOGY 173 5.3.2 CLASSIFICATION BASED ON PROBABILISTIC STRUCTURES 177 5.3.3 METHODS USING TREES 182 5.3.4 K-NEAREST-NEIGHBOR CLASSIFICATION 185 5.3.5 SUPPORT VECTOR MACHINES 186 5.3.6 COMBINATION METHODS 190 5.3.7 APPLICATION OF CLASSIFICATION METHODS 191 5.3.8 SUMMARY: CLASSIFICATION MODELS 192 5.4 UNSUPERVISED LEARNING 193 5.4.1 INTRODUCTION AND TERMINOLOGY 193 5.4.2 HIERARCHICAL CLUSTERING 195 5.4.3 PARTITIONING METHODS 199 5.4.4 MODEL-BASED CLUSTERING 201 5.4.5 SUMMARY: UNSUPERVISED LEARNING 203 5.5 CONCLUSION AND LESSONS LEARNED 204 5.6 RECOMMENDED READING 204 REFERENCES 205 6 DATA MINING FOR TEMPORAL DATA 207 6.1 TERMINOLOGY AND APPROACHES TOWARDS TEMPORAL DATA MINING 207 6.2 CLASSIFICATION AND CLUSTERING OF TIME SEQUENCES 212 6.2.1 SEGMENTATION AND CLASSIFICATION USING TIME WARPING 214 6.2.2 SEGMENTATION AND CLASSIFICATION USING RESPONSE FEATURES 217 6.2.3 SUMMARY: CLASSIFICATION AND CLUSTERING OF TIME SEQUENCES 220 6.3 TIME-TO-EVENT ANALYSIS 220 6.4 ANALYSIS OF MARKOV CHAINS 224 6.4.1 STRUCTURAL ANALYSIS OF MARKOV CHAINS 226 6.4.2 CLUSTER ANALYSIS FOR MARKOV CHAINS 230 6.4.3 GENERALIZATION OF THE BASIC MODEL 231 6.4.4 SUMMARY: ANALYSIS OF MARKOV CHAINS 233 6.5 ASSOCIATION ANALYSIS 233 6.6 SEQUENCE MINING 237 6.7 EPISODE MINING 240 6.8 CONCLUSION AND LESSONS LEARNED 242 6.9 RECOMMENDED READING 243 REFERENCES 244 7 PROCESS ANALYSIS 245 7.1 INTRODUCTION AND TERMINOLOGY 245 7.2 BUSINESS PROCESS ANALYSIS AND SIMULATION 247 7.2.1 STATIC ANALYSIS 248 7.2.2 DYNAMIC ANALYSIS AND SIMULATION 248 CONTENTS XVII 7.2.3 OPTIMIZATION 251 7.2.4 SUMMARY: PROCESS ANALYSIS AND SIMULATION 252 7.3 PROCESS PERFORMANCE MANAGEMENT AND WAREHOUSING 252 7.3.1 PERFORMANCE MANAGEMENT 252 7.3.2 PROCESS WAREHOUSING 253 7.3.3 SUMMARY: PROCESS PERFORMANCE MANAGEMENT AND WAREHOUSING 255 7.4 PROCESS MINING 255 7.4.1 PROCESS DISCOVERY 256 7.4.2 CHANGE MINING 263 7.4.3 CONFORMANCE CHECKING 266 7.4.4 SUMMAIY: PROCESS MINING 267 7.5 BUSINESS PROCESS COMPLIANCE 268 7.5.1 COMPLIANCE ALONG THE PROCESS LIFE CYCLE 268 7.5.2 SUMMARY: COMPLIANCE CHECKING 270 7.6 EVALUATION AND ASSESSMENT 270 7.6.1 PROCESS MINING 270 7.6.2 COMPLIANCE CHECKING 271 7.7 CONCLUSION AND LESSONS LEARNED 271 7.8 RECOMMENDED READING 272 REFERENCES 272 8 ANALYSIS OF MULTIPLE BUSINESS PERSPECTIVES 275 8.1 INTRODUCTION AND TERMINOLOGY 275 8.2 SOCIAL NETWORK ANALYSIS AND ORGANIZATIONAL MINING 277 8.2.1 SOCIAL NETWORK ANALYSIS 277 8.2.2 ORGANIZATIONAL ASPECT IN BUSINESS PROCESSES 282 8.2.3 ORGANIZATIONAL MINING TECHNIQUES FOR BUSINESS PROCESSES 284 8.2.4 SUMMARY: SOCIAL NETWORK ANALYSIS AND ORGANIZATIONAL MINING 290 8.3 DECISION POINT ANALYSIS 290 8.4 TEXT MINING 294 8.4.1 INTRODUCTION AND TERMINOLOGY 294 8.4.2 DATA PREPARATION AND MODELING 296 8.4.3 DESCRIPTIVE ANALYSIS FOR THE DOCUMENT TERM MATRIX 301 8.4.4 ANALYSIS TECHNIQUES FOR A CORPUS 303 8.4.5 FURTHER ASPECTS OF TEXT MINING 307 8.4.6 SUMMARY: TEXT MINING 313 8.5 CONCLUSION AND LESSONS LEARNED 313 8.6 RECOMMENDED READING 315 REFERENCES 315 9 SUMMARY 319 XVIII CONTENTS A SURVEY ON BUSINESS INTELLIGENCE TOOLS 329 A. 1 DATA MODELING AND ETL SUPPORT 329 A.2 BIG DATA 330 A.3 VISUALIZATION, VISUAL MINING, AND REPORTING 334 A.4 DATA MINING 337 A.5 PROCESS MINING 338 A.6 TEXT MINING 339 REFERENCES 340 INDEX 343
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	BV042382035
classification_rvk	QH 500 ST 530
classification_tum	WIR 570f
ctrlnum	(OCoLC)903394772 (DE-599)DNB106647317X
dewey-full	658.4720285
dewey-hundreds	600 - Technology (Applied sciences)
dewey-ones	658 - General management
dewey-raw	658.4720285
dewey-search	658.4720285
dewey-sort	3658.4720285
dewey-tens	650 - Management and auxiliary services
discipline	Informatik Wirtschaftswissenschaften
format	Book
fullrecord	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03114nam a22006858c 4500</leader><controlfield tag="001">BV042382035</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20170502 </controlfield><controlfield tag="007">t\|</controlfield><controlfield tag="008">150226s2015 gw d\|\|\| \|\|\|\| 00\|\|\| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">15,N07</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">106647317X</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783662465301</subfield><subfield code="c">Gb. : ca. EUR 64.19 (DE) (freier Pr.), ca. EUR 65.99 (AT) (freier Pr.), ca. sfr 80.00 (freier Pr.)</subfield><subfield code="9">978-3-662-46530-1</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783662509401</subfield><subfield code="9">978-3-662-50940-1</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">3662465302</subfield><subfield code="9">3-662-46530-2</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)903394772</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB106647317X</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE-BE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-945</subfield><subfield code="a">DE-1050</subfield><subfield code="a">DE-355</subfield><subfield code="a">DE-91</subfield><subfield code="a">DE-706</subfield><subfield code="a">DE-91G</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">658.4720285</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 500</subfield><subfield code="0">(DE-625)141607:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 530</subfield><subfield code="0">(DE-625)143679:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">004</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">WIR 570f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Grossmann, Wilfried</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)170283852</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Fundamentals of business intelligence</subfield><subfield code="c">Wilfried Grossmann ; Stefanie Rinderle-Ma</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2015</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XVIII, 348 S.</subfield><subfield code="b">graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Data-centric systems and applications</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Informationssystem</subfield><subfield code="0">(DE-588)4072806-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Entscheidungsunterstützungssystem</subfield><subfield code="0">(DE-588)4191815-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Managementinformationssystem</subfield><subfield code="0">(DE-588)4074518-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Informatik</subfield><subfield code="0">(DE-588)4026894-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Prozessmanagement</subfield><subfield code="0">(DE-588)4353072-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Wissensmanagement</subfield><subfield code="0">(DE-588)4561842-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Business Intelligence</subfield><subfield code="0">(DE-588)4588307-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Business Intelligence</subfield><subfield code="0">(DE-588)4588307-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Wissensmanagement</subfield><subfield code="0">(DE-588)4561842-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Prozessmanagement</subfield><subfield code="0">(DE-588)4353072-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="3"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="4"><subfield code="a">Entscheidungsunterstützungssystem</subfield><subfield code="0">(DE-588)4191815-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Informatik</subfield><subfield code="0">(DE-588)4026894-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="2"><subfield code="a">Informationssystem</subfield><subfield code="0">(DE-588)4072806-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="3"><subfield code="a">Managementinformationssystem</subfield><subfield code="0">(DE-588)4074518-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="4"><subfield code="a">Prozessmanagement</subfield><subfield code="0">(DE-588)4353072-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="5"><subfield code="a">Business Intelligence</subfield><subfield code="0">(DE-588)4588307-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Rinderle-Ma, Stefanie</subfield><subfield code="d">1976-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1029079021</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">X:MVB</subfield><subfield code="q">text/html</subfield><subfield code="u">http://deposit.dnb.de/cgi-bin/dokserv?id=5147605&prov=M&dok_var=1&dok_ext=htm</subfield><subfield code="3">Inhaltstext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027818096&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027818096</subfield></datafield></record></collection>
id	DE-604.BV042382035
illustrated	Illustrated
indexdate	2024-12-20T17:09:41Z
institution	BVB
isbn	9783662465301 9783662509401 3662465302
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-027818096
oclc_num	903394772
open_access_boolean
owner	DE-945 DE-1050 DE-355 DE-BY-UBR DE-91 DE-BY-TUM DE-706 DE-91G DE-BY-TUM
owner_facet	DE-945 DE-1050 DE-355 DE-BY-UBR DE-91 DE-BY-TUM DE-706 DE-91G DE-BY-TUM
physical	XVIII, 348 S. graph. Darst.
publishDate	2015
publishDateSearch	2015
publishDateSort	2015
publisher	Springer
record_format	marc
series2	Data-centric systems and applications
spellingShingle	Grossmann, Wilfried Rinderle-Ma, Stefanie 1976- Fundamentals of business intelligence Informationssystem (DE-588)4072806-7 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Data Mining (DE-588)4428654-5 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Prozessmanagement (DE-588)4353072-2 gnd Wissensmanagement (DE-588)4561842-2 gnd Business Intelligence (DE-588)4588307-5 gnd
subject_GND	(DE-588)4072806-7 (DE-588)4191815-0 (DE-588)4428654-5 (DE-588)4074518-1 (DE-588)4026894-9 (DE-588)4353072-2 (DE-588)4561842-2 (DE-588)4588307-5
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	Informationssystem (DE-588)4072806-7 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Data Mining (DE-588)4428654-5 gnd Managementinformationssystem (DE-588)4074518-1 gnd Informatik (DE-588)4026894-9 gnd Prozessmanagement (DE-588)4353072-2 gnd Wissensmanagement (DE-588)4561842-2 gnd Business Intelligence (DE-588)4588307-5 gnd
topic_facet	Informationssystem Entscheidungsunterstützungssystem Data Mining Managementinformationssystem Informatik Prozessmanagement Wissensmanagement Business Intelligence
url	http://deposit.dnb.de/cgi-bin/dokserv?id=5147605&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027818096&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT grossmannwilfried fundamentalsofbusinessintelligence AT rinderlemastefanie fundamentalsofbusinessintelligence

Availability

Order (Login required)

Table of Contents
Order paper/chapter scan

Branch Library Main Campus

Holdings details from Teilbibliothek Stammgelände
Call Number:	0002 WIR 570f 2015 A 5187 Floor plan
Copy 1	Available for loan On Shelf

Reference Collection (not available)

Holdings details from Handapparate (nicht verfügbar)
Call Number:	0048 WIR 570 2022 A 792 Floor plan
Copy 1	On permanent loan Ausgeliehen – Due: 31.12.9999

Branch Library Mathematics & Informatics

Holdings details from Teilbibliothek Mathematik & Informatik
Call Number:	0102 WIR 570 2022 A 792 Floor plan
Copy 1	Available for loan On Shelf