Dorian Pyle The Morgan Kaufmann Data Management Systems: Business Modeling and Data Mining (Paperback)

This new book provides practical guidance on how to identify and structure real-world business questions in terms that can be answered by quantitative models and data mining. It also addresses what problems data mining can usefully address and how. 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. • Author: Dorian Pyle • ISBN:9781558606531 • Format:Paperback • Publication Date:2003-05-06

Specifications

SKU: WA53252385