Cover for Business Modeling and Data Mining

Business Modeling and Data Mining

A volume in The Morgan Kaufmann Series in Data Management Systems

Book2003

Authors:

Dorian Pyle

Business Modeling and Data Mining

A volume in The Morgan Kaufmann Series in Data Management Systems

Book2003

 

Cover for Business Modeling and Data Mining

Authors:

Dorian Pyle

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Book description

Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this ... read full description

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Table of contents

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  2. Book chapterNo access

    M II - Modeling Methodology

    Pages 545-569

  3. Book chapterNo access

    M III - Mining Methodology

    Pages 571-664

  4. Book chapterNo access

    Resources

    Pages 665-671

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    Index

    Pages 673-692

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    About the Author

    Page 693

About the book

Description

Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem.

This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations.

Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem.

This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations.

Key Features

· Teaches how to discover, construct and refine models that are useful in business situations
· Teaches how to design, discover and develop the data necessary for mining
· Provides a practical approach to mining data for all business situations
· Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data
· Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools.

· Teaches how to discover, construct and refine models that are useful in business situations
· Teaches how to design, discover and develop the data necessary for mining
· Provides a practical approach to mining data for all business situations
· Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data
· Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools.

Details

ISBN

978-1-55860-653-1

Language

English

Published

2003

Copyright

Copyright © 2003 Elsevier Inc. All rights reserved

Imprint

Morgan Kaufmann

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Authors

Dorian Pyle