Decision support using data mining:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | Undetermined |
| Published: |
London [u.a.]
Financial Times Management
1998
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| Series: | Management briefings : Information technology
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVI, 168 S. graph. Darst. |
| ISBN: | 0273632698 |
Staff View
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Record in the Search Index
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| adam_text | CONTENTS
Preface ix
Acknowledgements xi
Management summary xiii
1 Introduction 1
1.1 Decision support systems 4
1.2 The demand for the new technology 8
1.3 Data mining: looking beyond the tip of the iceberg 12
1.4 The contribution to your business 15
1.5 Some reported data mining success stories 16
1.6 Audience and outline of text 19
2 A historical perspective of data management 21
2.1 Problems and advantages 24
2.2 From transaction processing to decision support 25
2.3 Where is all the data at the minute? 26
2.4 The future: what can we do with all that data? 32
3 Related disciplines 35
3.1 Database reporting tools 37
3.2 Statistical data analysis 38
3.3 Machine learning tools 40
3.4 On-line analytical processing 41
4 The data mining process 45
4.1 Human resource identification 48
4.2 Problem specification 49
4.3 Data prospecting 52
4.4 Domain knowledge elicitation 55
DECISION SUPPORT USING DATA MINING CONTENTS
4.5 Methodology identification 60
4.6 Data pre-processing 61
4.7 Pattern discovery 67
4.8 Knowledge post-processing 69
4.9 Knowledge maintenance 74
4.10 Refinement process 75
5 Data mining goals and methodologies n
5.1 Data mining goals 79
5.2 Data mining methodologies 93
6 The data mining strategy 105
6.1 Common mistakes, risks and costs 107
6.2 Setting up a data mining environment 110
6.3 Business process reengineering to facilitate
data mining 111
Appendices 125
1 Case studies 127
2 A brief market overview 145
3 Glossary 153
4 References 159
5 Further reading 153
6 Internet resources 167
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| spelling | Anand, Sarabjot S. Verfasser aut Decision support using data mining Sarabjot S. Anand ; Alex G. Büchner London [u.a.] Financial Times Management 1998 XVI, 168 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Management briefings : Information technology Data Mining (DE-588)4428654-5 gnd rswk-swf Data Mining (DE-588)4428654-5 s DE-604 Büchner, Alex G. Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017192174&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Anand, Sarabjot S. Büchner, Alex G. Decision support using data mining Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4428654-5 |
| title | Decision support using data mining |
| title_auth | Decision support using data mining |
| title_exact_search | Decision support using data mining |
| title_full | Decision support using data mining Sarabjot S. Anand ; Alex G. Büchner |
| title_fullStr | Decision support using data mining Sarabjot S. Anand ; Alex G. Büchner |
| title_full_unstemmed | Decision support using data mining Sarabjot S. Anand ; Alex G. Büchner |
| title_short | Decision support using data mining |
| title_sort | decision support using data mining |
| topic | Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Data Mining |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017192174&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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