Business Modeling and Data Mining

Demonstrates how real world business problems can be formulated so that data mining can answer them. This work explains how to understand both the strategic and tactical aspects of a business problem, identify where the key leverage points are and determine where quantitative techniques of analysis - such as data mining - can yield most benefit.

List of 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.

Product details

• Authors: Dorian Pyle
• Publisher: ELSEVIER SCIENCE BV
• Languages: English
• Product format: Paperback / Softback
• Released: 17.05.2003
• EAN: 9781558606531
• ISBN: 978-1-55860-653-1
• No. of pages: 720
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Application software; Social sciences, law, business > Business > General, dictionaries; Management, Datenbank, Datenanalyse