Business modeling and data mining
by
 
Pyle, Dorian.

Title
Business modeling and data mining

Author
Pyle, Dorian.

ISBN
9781558606531

Personal Author
Pyle, Dorian.

Publication Information
Amsterdam ; Boston : Morgan Kaufmann Publishers, c2003.

Physical Description
xxvi, 693 p. : ill. ; 24 cm.

Contents
Part I: A Map of the Territory: The World, Knowledge and Models. Translating Experience. Modeling and Mining: Putting It Together. Part II: Business Modeling: What is a Model? Framing Business Models. Getting the Right Model. Getting the Model Right. Deploying the Model. Part III: Data Mining: Getting Started. What Mining Tools Do. Getting the Initial Model: Basic Practices of Data Mining. Improving the Mined Model. Deploying the Mined Model. Part IV: Methodology: Methodology. Resources.

Abstract
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. 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.

Subject Term
Business -- Data processing -- Management.
 
Data mining.
 
Database management.
 
Information resources management.
 
Management information systems.

Genre
Electronic books.

Added Corporate Author
ScienceDirect (Online service)

Electronic Access
ScienceDirect An electronic book accessible through the World Wide Web; click for information
 
Publisher description http://www.loc.gov/catdir/description/els031/2002114338.html
 
Table of contents http://www.loc.gov/catdir/toc/els031/2002114338.html


LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book65406-1001HF5548.2.P94 2003EBOnline