Data Mining Cookbook :Modeling Data for Marketing, Risk, and Customer Relationship Management

Publication subTitle :Modeling Data for Marketing, Risk, and Customer Relationship Management

Author: Olivia Parr Rud  

Publisher: John Wiley & Sons Inc‎

Publication year: 2001

E-ISBN: 9780471437512

P-ISBN(Paperback): 9780471385646

P-ISBN(Hardback):  9780471385646

Subject: F713 商品流通与市场

Language: ENG

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Description

Increase profits and reduce costs by utilizing this collection of models of the most commonly asked data mining questions

In order to find new ways to improve customer sales and support, and as well as manage risk, business managers must be able to mine company databases. This book provides a step-by-step guide to creating and implementing models of the most commonly asked data mining questions. Readers will learn how to prepare data to mine, and develop accurate data mining questions. The author, who has over ten years of data mining experience, also provides actual tested models of specific data mining questions for marketing, sales, customer service and retention, and risk management. A CD-ROM, sold separately, provides these models for reader use.

Chapter

Contents

pp.:  1 – 10

Acknowledgments

pp.:  10 – 16

Foreword

pp.:  16 – 18

Introduction

pp.:  18 – 20

About the Author

pp.:  20 – 24

About the Contributors

pp.:  24 – 26

Part One: Planning the Menu

pp.:  26 – 30

Part Three: Recipes for Every Occasion

pp.:  78 – 210

Appendix A: Univariate Analysis for Continuous Variables

pp.:  210 – 352

Appendix B: Univariate Analysis of Categorical Variables

pp.:  352 – 376

Recommended Reading

pp.:  376 – 384

What’s on the CD-ROM?

pp.:  384 – 386

Index

pp.:  386 – 388

LastPages

pp.:  388 – 399

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