Seven methods for transforming corporate data into business intelligence:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Upper Saddle River, NJ
Prentice Hall
1997
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XII, 269 S. graph. Darst. |
| ISBN: | 0132820064 |
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MARC
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| 245 | 1 | 0 | |a Seven methods for transforming corporate data into business intelligence |c Vasant Dhar ; Roger Stein |
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| 300 | |a XII, 269 S. |b graph. Darst. | ||
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| 650 | 7 | |a Systèmes d'information de gestion |2 ram | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Künstliche Intelligenz | |
| 650 | 4 | |a Artificial intelligence | |
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| adam_text | Contents
Preface vii
CHAPTER 1 INFORMATION SYSTEMS:
PAST, PRESENT, AND EMERGING 1
Introduction 1
A Taxonomy of Management Information Systems 3
CHAPTER 2 INTELLIGENCE DENSITY:
A METRIC FOR KNOWLEDGE WORK 7
Intelligence Density: A Measure of Organizational Intelligence 9
Making the Right Tradeoffs 12
CHAPTER 3 THE VOCABULARY OF INTELLIGENCE DENSITY 15
Introduction 15
Dimensions of Problems and Solutions 17
The Stretch Plot : A Vocabulary for Requirements and Analysis 20
Using the Stretch Plot 22
Summary 25
Appendix to Chapter 3: Dimensions of Problems and Solutions 26
CHAPTER 4 METHOD ONE: DATA DRIVEN DECISION SUPPORT 30
Introduction 30
The ABCs of Data Driven Decision Support 33
Intelligence Density Issues 47
Suggested Reading 50
CHAPTER 5 METHOD TWO: EVOLVING SOLUTIONS:
GENETIC ALGORITHMS 52
Introduction 53
Optimization 53
The ABCs of Genetic Algorithms 60
Intelligence Density Issues 70
Suggested Reading 76
¦ iv ¦
Contents V ¦
CHAPTER 6 METHOD THREE: SIMULATING THE BRAIN TO SOLVE
PROBLEMS: NEURAL NETWORKS 77
Introduction 77
The ABCs of Neural Networks 81
Intelligence Density Issues 94
Suggested Reading 101
CHAPTER 7 METHOD FOUR: PUTTING EXPERT REASONING IN A
BOX: RULE BASED SYSTEMS 104
Introduction 104
The ABCs of Rule Based Systems 106
Intelligence Density Issues 117
Suggested Reading 123
CHAPTER 8 METHOD FIVE: DEALING WITH LINGUISTIC
AMBIGUITY: FUZZY LOGIC 126
Introduction 126
The ABCs of Fuzzy Logic 128
Intelligence Density Issues 142
Suggested Reading 148
CHAPTER 9 METHOD SIX: SOLVING PROBLEMS BY ANALOGY:
CASE BASED REASONING 149
Introduction 150
The ABCs of Case Based Reasoning 151
Intelligence Density Issues 161
Suggested Reading 166
CHAPTER 10 METHOD SEVEN: DERIVING RULES FROM DATA:
MACHINE LEARNING 167
Introduction 168
The ABCs of Machine Learning 171
Intelligence Density Issues 180
Suggested Reading 186
APPENDIX A SAVING TIME AND MONEY WITH OBJECTS 191
Introduction 191
A Case 197
APPENDIX B AI SOFTWARE PRODUCTS 199
APPENDIX C GENERAL READING 201
¦ vi Contents
APPENDIX D CASE STUDIES 203
1. Quality Control and Monitoring of Suppliers, KaufhofAG 203
The Organization 203
The Problem 204
The Solution 206
Suggested Reading 210
2. Workflow Monitoring and Improvement for Rapid Customer
Service, U S WEST 211
The Organization 211
The Problem 211
The Solution 213
Suggested Reading 219
3. Help Desk Task Scheduling, Moody s Investors Service 219
The Organization 219
The Problem 220
The Solution 222
Suggested Reading 227
4. Financial Market Analysis and Prediction, LBS Capital Management 228
The Organization 228
The Problem 228
The Solution 231
Suggested Reading 236
5. Customer Support, Compaq Computer Corporation 236
The Organization 236
The Problem 237
The Solution 239
Suggested Reading 243
6. Pattern Directed Data Mining of Point of Sale Data, A. C. Neilsen 244
The Organization 244
The Problem 244
The Solution 247
Suggested Reading 251
7. Improving Personnel Dispatching, NYNEX, Inc. 251
Preface 251
The Organization 251
The Problem 252
The Solution 253
Suggested Reading 258
INDEX 259
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| indexdate | 2024-07-09T18:25:32Z |
| institution | BVB |
| isbn | 0132820064 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008353471 |
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| physical | XII, 269 S. graph. Darst. |
| publishDate | 1997 |
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| publisher | Prentice Hall |
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| spelling | Dhar, Vasant Verfasser aut Seven methods for transforming corporate data into business intelligence Vasant Dhar ; Roger Stein Upper Saddle River, NJ Prentice Hall 1997 XII, 269 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Gestion - Informatique ram Inteligencia artificial (computacao) larpcal Intelligence artificielle ram Prise de décision - Informatique ram Systèmes d'information de gestion ram Datenverarbeitung Künstliche Intelligenz Artificial intelligence Decision making Data processing Industrial management Data processing Management information systems Stein, Roger Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008353471&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Dhar, Vasant Stein, Roger Seven methods for transforming corporate data into business intelligence Gestion - Informatique ram Inteligencia artificial (computacao) larpcal Intelligence artificielle ram Prise de décision - Informatique ram Systèmes d'information de gestion ram Datenverarbeitung Künstliche Intelligenz Artificial intelligence Decision making Data processing Industrial management Data processing Management information systems |
| title | Seven methods for transforming corporate data into business intelligence |
| title_auth | Seven methods for transforming corporate data into business intelligence |
| title_exact_search | Seven methods for transforming corporate data into business intelligence |
| title_full | Seven methods for transforming corporate data into business intelligence Vasant Dhar ; Roger Stein |
| title_fullStr | Seven methods for transforming corporate data into business intelligence Vasant Dhar ; Roger Stein |
| title_full_unstemmed | Seven methods for transforming corporate data into business intelligence Vasant Dhar ; Roger Stein |
| title_short | Seven methods for transforming corporate data into business intelligence |
| title_sort | seven methods for transforming corporate data into business intelligence |
| topic | Gestion - Informatique ram Inteligencia artificial (computacao) larpcal Intelligence artificielle ram Prise de décision - Informatique ram Systèmes d'information de gestion ram Datenverarbeitung Künstliche Intelligenz Artificial intelligence Decision making Data processing Industrial management Data processing Management information systems |
| topic_facet | Gestion - Informatique Inteligencia artificial (computacao) Intelligence artificielle Prise de décision - Informatique Systèmes d'information de gestion Datenverarbeitung Künstliche Intelligenz Artificial intelligence Decision making Data processing Industrial management Data processing Management information systems |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008353471&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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