Business intelligence roadmap: the complete project lifecycle for decision-support applications
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA ; Munich [u.a.]
Addison-Wesley
2003
|
| Schriftenreihe: | Addison-Wesley information technology series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index. - Hier auch später erschienene, unveränderte Nachdrucke |
| Beschreibung: | XXXII, 543 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
| Format: | System requirements for accompanying CD-ROMs: Compatible with PCs running Microsoft Windows operating systems; Windows 98, Windows NT, Windows 2000, and Windows XP. |
| ISBN: | 9780201784206 0201784203 |
Internformat
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| 100 | 1 | |a Moss, Larissa Terpeluk |e Verfasser |0 (DE-588)1051287383 |4 aut | |
| 245 | 1 | 0 | |a Business intelligence roadmap |b the complete project lifecycle for decision-support applications |c Larissa T. Moss ; Shaku Atre |
| 264 | 1 | |a Boston, MA ; Munich [u.a.] |b Addison-Wesley |c 2003 | |
| 300 | |a XXXII, 543 S. |b Ill., graph. Darst. |e 1 CD-ROM (12 cm) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Addison-Wesley information technology series | |
| 500 | |a Includes bibliographical references and index. - Hier auch später erschienene, unveränderte Nachdrucke | ||
| 538 | |a System requirements for accompanying CD-ROMs: Compatible with PCs running Microsoft Windows operating systems; Windows 98, Windows NT, Windows 2000, and Windows XP. | ||
| 650 | 4 | |a Inteligencia de negocios | |
| 650 | 4 | |a Sistemas de soporte de decisiones | |
| 650 | 4 | |a Business intelligence | |
| 650 | 4 | |a Decision support systems | |
| 650 | 0 | 7 | |a Business Intelligence |0 (DE-588)4588307-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Entscheidungsunterstützungssystem |0 (DE-588)4191815-0 |2 gnd |9 rswk-swf |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-009985574 | ||
Datensatz im Suchindex
| _version_ | 1804129470366351360 |
|---|---|
| adam_text | Contents
About the Authors xix
Foreword xxi
Preface xxiii
The Purpose of This Book xxiv
Complexity xxiv
Step by Step Guide xxiv
How This Book Is Organized xxv
Part I: Stages and Steps xxvi
Part II: At a Glance xxvii
How to Use This Book xxviii
Who Should Read This Book xxviii
Business Representatives xxix
Business Sponsors xxix
Project Managers xxx
Technicians xxxi
Comments xxxii
PARTI STAGES AND STEPS 1
Chapter Zero Guide to the Development Steps 3
Business Intelligence Definition 4
BI Decision Support Initiatives 5
Development Approaches 5
The Traditional Development Approach 6
The Cross Organizational Development Approach 8
Engineering Stages and the Development Steps 11
Parallel Development Tracks 17
BI Project Team Structure 20
The Core Team 20
The Extended Team 23
The BI Arbitration Board 26
Justification for Using This Project Lifecycle Guide 26
Bibliography and Additional Reading 27
Chapter One Step 1: Business Case Assessment 29
Business Justification 31
Business Drivers 33
Business Analysis Issues 35
Information Needs 35
Types of Data Sources 35
Source Data Quality 37
Cost Benefit Analysis 37
Risk Assessment 40
Business Case Assessment Activities 45
Deliverable Resulting from These Activities 48
Roles Involved in These Activities 49
Risks of Not Performing Step 1 49
Bibliography and Additional Reading 50
Chapter Two Step 2: Enterprise Infrastructure Evaluation 51
Step 2, Section A: Technical Infrastructure Evaluation 53
The Hardware Platform 54
Controlled Chaos 54
Hardware Platform Requirements 55
The Middleware Platform 57
DBMS Gateways 58
The DBMS Platform 58
Criteria for Selecting a DBMS 59
Technical Infrastructure Evaluation Activities 61
Deliverables Resulting from These Activities 62
Roles Involved in These Activities 63
Risks of Not Performing Step 2, Section A 63
Step 2, Section B: Nontechnical Infrastructure Evaluation 64
The Effects of Stovepipe Development 65
The Need for Nontechnical Infrastructure 66
Enterprise Architecture 68
Enterprise Standards 71
Nontechnical Infrastructure Evaluation Activities 75
Deliverable Resulting from These Activities 76
Roles Involved in These Activities 77
Risks of Not Performing Step 2, Section B 78
Bibliography and Additional Reading 78
Technical Infrastructure Evaluation 78
Nontechnical Infrastructure Evaluation 79
Chapter Three Step 3: Project Planning 81
Managing the BI Project 83
Defining the BI Project 84
Project Goals and Objectives 85
Project Scope 85
Project Risks 85
Project Constraints 86
Assumptions 87
Change Control Procedures 88
Issues Management Procedures 90
Planning the BI Project 90
Activities and Tasks 90
Estimating Techniques 92
Resource Assignment 93
Task Dependencies 94
Resource Dependencies 95
Critical Path Method 95
Project Schedules 96
Project Planning Activities 98
Deliverables Resulting from These Activities 100
Roles Involved in These Activities 101
Risks of Not Performing Step 3 103
Bibliography and Additional Reading 103
Chapter Four Step 4: Project Requirements Definition 105
General Business Requirements 108
Interviewees for General Business Requirements 109
Data Quality Requirements 110
Business Requirements Report* 111
x Contents
Project Specific Requirements 112
Interviewees for Project Specific Requirements 113
Application Requirements Document 114
The Interviewing Process 116
Interviewing Considerations 116
Interviewing Tips 117
Project Requirements Definition Activities 118
Deliverable Resulting from These Activities 121
Roles Involved in These Activities 121
Risks of Not Performing Step 4 122
Bibliography and Additional Reading 123
Chapter Five Step 5: Data Analysis 125
Business Focused Data Analysis 127
Top Down Logical Data Modeling 128
Project Specific Logical Data Model 128
Enterprise Logical Data Model 129
Logical Data Modeling Participants 131
Standardized Business Meta Data 131
Bottom Up Source Data Analysis 133
Technical Data Conversion Rules 134
Business Data Domain Rules 134
Business Data Integrity Rules 135
Data Cleansing 136
Data Quality Responsibility 137
Source Data Selection Process 137
Key Points of Data Selection 139
To Cleanse or Not to Cleanse 140
Cleansing Operational Systems 141
Data Analysis Activities 141
Deliverables Resulting from These Activities 143
Roles Involved in These Activities 144
Risks of Not Performing Step 5 145
Bibliography and Additional Reading 146
Chapter Six Step 6: Application Prototyping 149
Purposes of Prototyping 151
Time Boxing 152
Contents xi
Best Practices for Prototyping 153
Considerations for Prototyping 154
Types of Prototypes 156
Show and Tell Prototype 156
Mock Up Prototype 156
Proof of Concept Prototype 157
Visual Design Prototype 157
Demo Prototype 158
Operational Prototype 159
Building Successful Prototypes 159
Prototype Charter 160
Guidelines for Prototyping 161
Skills Survey 162
Application Prototyping Activities 163
Deliverables Resulting from These Activities 165
Roles Involved in These Activities 165
Risks of Not Performing Step 6 166
Bibliography and Additional Reading 167
Chapter Seven Step 7: Meta Data Repository Analysis 169
The Importance of Meta Data 172
Meta Data Categories 173
Meta Data Repository as Navigation Tool 174
Data Standardization 175
Meta Data Classifications 176
Groupings of Meta Data Components 176
Prioritization of Meta Data Components 179
Meta Data Repository Challenges 182
Technical Challenges 182
Staffing Challenges 183
Budget Challenges 183
Usability Challenges 183
Political Challenges 184
The Logical Meta Model 184
The Entity Relationship Meta Model 185
Meta Meta Data 186
Meta Data Repository Analysis Activities 186
Deliverables Resulting from These Activities 188
xjj Contents
Roles Involved in These Activities 188
Risks of Not Performing Step 7 189
Bibliography and Additional Reading 190
Chapter Eight Step 8: Database Design 191
Differences in Database Design Philosophies 193
Operational Databases 193
BI Target Databases 196
Logical Database Design 197
The Star Schema 197
The Snowflake Schema 200
Physical Database Design 201
Implementation Options 201
Physical Dataset Placement 201
Partitioning 202
Clustering 202
Indexing 202
Reorganizations 203
Backup and Recovery 203
Parallel Query Execution 204
Database Design Activities 204
Deliverables Resulting from These Activities 207
Roles Involved in These Activities 208
Risks of Not Performing Step 8 209
Bibliography and Additional Reading 209
Chapter Nine Step 9: Extract/Transform/Load Design 211
Implementation Strategies 213
Preparing for the ETL Process 215
The Initial Load 216
The Historical Load 217
The Incremental Load 217
Designing the Extract Programs 219
Designing the Transformation Programs 221
Source Data Problems 221
Data Transformations 222
Designing the Load Programs 223
Referential Integrity 224
Contents xill
Indexing 224
Designing the ETL Process Flow 225
The Source to Target Mapping Document 225
The ETL Process Flow Diagram 225
The Staging Area 228
Evaluating ETL Tools 229
ETL Design Activities 231
Deliverables Resulting from These Activities 233
Roles Involved in These Activities 233
Risks of Not Performing Step 9 234
Bibliography and Additional Reading 234
Chapter Ten Step 10: Meta Data Repository Design 237
Meta Data Silos 239
Sources of Meta Data 240
Meta Data Repository Solutions 242
Centralized Meta Data Repository 242
Decentralized Meta Data Repository 244
Distributed XML Enabled Meta Data Solution 245
Designing a Meta Data Repository 247
Entity Relationship Design 247
Object Oriented Design 248
Licensing (Buying) a Meta Data Repository 250
Product Evaluation 251
Vendor Evaluation 252
Meta Data Repository Design Activities 254
Deliverables Resulting from These Activities 255
Roles Involved in These Activities 256
Risks of Not Performing Step 10 257
Bibliography and Additional Reading 257
Chapter Eleven Step 11: Extract/Transform/Load Development 259
Source Data Transformation 261
Data Transformation Activities 261
Underestimating Data Transformation Efforts 262
Reconciliation 263
Calculating Reconciliation Totals 264
Storing Reconciliation Statistics 266
^ Contents
Peer Reviews 267
ETL Testing 268
Unit Testing 269
Integration Testing 270
Regression Testing 271
Performance Testing 271
Quality Assurance Testing 272
Acceptance Testing 272
Formal Test Plan 273
ETL Development Activities 276
Deliverables Resulting from These Activities 277
Roles Involved in These Activities 278
Risks of Not Performing Step 11 279
Bibliography and Additional Reading 279
Chapter Twelve Step 12: Application Development 281
Online Analytical Processing Tools 283
Advantages of OLAP Tools 284
OLAP Tool Features 285
Multidimensional Analysis Factors 287
Multivariate Analysis 289
Online Analytical Processing Architecture 289
Presentation Services 290
OLAP Services 291
Database Services 292
Development Environments 292
Application Development Activities 295
Deliverables Resulting from These Activities 297
Roles Involved in These Activities 298
Risks of Not Performing Step 12 299
Bibliography and Additional Reading 299
Chapter Thirteen Step 13: Data Mining 301
Defining Data Mining 303
The Importance of Data Mining 305
Data Sources for Data Mining 306
Data Mining Techniques 307
Associations Discovery 307
Contents xv
Sequential Pattern Discovery 308
Classification 309
Clustering 309
Forecasting 309
Data Mining Operations 310
Predictive and Classification Modeling 310
Link Analysis 311
Database Segmentation 311
Deviation Detection 311
Applications of Data Mining 311
Data Mining Activities 313
Deliverables Resulting from These Activities 315
Roles Involved in These Activities 316
Risks of Not Performing Step 13 316
Bibliography and Additional Reading 317
Chapter Fourteen Step 14: Meta Data Repository Development 319
Populating the Meta Data Repository 321
Meta Data Repository Interface Processes 324
The Tool Interface Process 324
The Access Interface Process 325
Meta Data Repository Testing 326
Preparing for the Meta Data Repository Rollout 327
Meta Data Repository Directory 330
Meta Data Repository Development Activities 331
Deliverables Resulting from These Activities 332
Roles Involved in These Activities 333
Risks of Not Performing Step 14 334
Bibliography and Additional Reading 335
Chapter Fifteen Step 15: Implementation 337
Incremental Rollout 339
Security Management 340
Security Measures for BI Applications 340
Security in a Multi Tier Environment 341
Security for Internet Access 344
Data Backup and Recovery 345
xvi Contents
Monitoring the Utilization of Resources 347
Computer Utilization 347
Network Utilization 347
Personnel Utilization 348
Growth Management 349
Growth in Data 349
Growth in Usage 350
Growth in Hardware 351
Implementation Activities 352
Deliverables Resulting from These Activities 354
Roles Involved in These Activities 355
Risks of Not Performing Step 15 356
Bibliography and Additional Reading 356
Chapter Sixteen Step 16: Release Evaluation 359
The Application Release Concept 361
Guidelines for Using the Release Concept 362
Post Implementation Reviews 364
Organizing a Post Implementation Review 366
Post Implementation Review Session Flow 368
Release Evaluation Activities 369
Deliverables Resulting from These Activities 371
Roles Involved in These Activities 371
Risks of Not Performing Step 16 374
Bibliography and Additional Reading 375
PART II AT A GLANCE 377
Chapter Seventeen Human Resource Allocation Matrix 379
Chapter Eighteen Entry Exit Criteria and Deliverables Matrix 387
Chapter Nineteen Activity Dependency Matrix 405
Contents xvii
Chapter Twenty Task/Subtask Matrix 411
Chapter Twenty one Practical Guidelines Matrix 455
Appendix Work Breakdown Structure 491
Index 525
|
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| dewey-ones | 658 - General management |
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| indexdate | 2024-07-09T19:05:39Z |
| institution | BVB |
| isbn | 9780201784206 0201784203 |
| language | English |
| lccn | 2002026196 |
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| series2 | Addison-Wesley information technology series |
| spelling | Moss, Larissa Terpeluk Verfasser (DE-588)1051287383 aut Business intelligence roadmap the complete project lifecycle for decision-support applications Larissa T. Moss ; Shaku Atre Boston, MA ; Munich [u.a.] Addison-Wesley 2003 XXXII, 543 S. Ill., graph. Darst. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Addison-Wesley information technology series Includes bibliographical references and index. - Hier auch später erschienene, unveränderte Nachdrucke System requirements for accompanying CD-ROMs: Compatible with PCs running Microsoft Windows operating systems; Windows 98, Windows NT, Windows 2000, and Windows XP. Inteligencia de negocios Sistemas de soporte de decisiones Business intelligence Decision support systems Business Intelligence (DE-588)4588307-5 gnd rswk-swf Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd rswk-swf Business Intelligence (DE-588)4588307-5 s Entscheidungsunterstützungssystem (DE-588)4191815-0 s DE-604 Atre, S. 1940- Verfasser (DE-588)171955307 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009985574&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Moss, Larissa Terpeluk Atre, S. 1940- Business intelligence roadmap the complete project lifecycle for decision-support applications Inteligencia de negocios Sistemas de soporte de decisiones Business intelligence Decision support systems Business Intelligence (DE-588)4588307-5 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd |
| subject_GND | (DE-588)4588307-5 (DE-588)4191815-0 |
| title | Business intelligence roadmap the complete project lifecycle for decision-support applications |
| title_auth | Business intelligence roadmap the complete project lifecycle for decision-support applications |
| title_exact_search | Business intelligence roadmap the complete project lifecycle for decision-support applications |
| title_full | Business intelligence roadmap the complete project lifecycle for decision-support applications Larissa T. Moss ; Shaku Atre |
| title_fullStr | Business intelligence roadmap the complete project lifecycle for decision-support applications Larissa T. Moss ; Shaku Atre |
| title_full_unstemmed | Business intelligence roadmap the complete project lifecycle for decision-support applications Larissa T. Moss ; Shaku Atre |
| title_short | Business intelligence roadmap |
| title_sort | business intelligence roadmap the complete project lifecycle for decision support applications |
| title_sub | the complete project lifecycle for decision-support applications |
| topic | Inteligencia de negocios Sistemas de soporte de decisiones Business intelligence Decision support systems Business Intelligence (DE-588)4588307-5 gnd Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd |
| topic_facet | Inteligencia de negocios Sistemas de soporte de decisiones Business intelligence Decision support systems Business Intelligence Entscheidungsunterstützungssystem |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009985574&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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