Descriptive Data Mining - David L Olson
-20% with code BOOKS
Shipping in 22-28 days
30-day return policy
This book offers an overview of knowledge management. It starts with an introduction to the subject, placing descriptive models in the context of the overall field as well as within the more specific field of data mining analysis. Chapter 2 covers data visualization, including directions for accessing R open source software (described through Rattle). Both R and Rattle are free to students. Chapter 3 then d ... Full description
You May Also Like
TOP
The Demon-Haunted World: Science as a Candle in the Dark
-20% with code BOOKS
In stock at our supplier
TOP
Many Faces, One Purpose: A Managers Handbook on Women in Firefighting
U. S. Fire Administration, Homeland Security
-20% with code BOOKS
Out of stock
TOP
The Gulf Moment: Arab Relations Since 2011
Florence Gaub, U. S. Army War College, Strategic Studies Institute
-20% with code BOOKS
Out of stock
TOP
Medizinisches Englisch pocket
-20% with code BOOKS
In stock at our supplier
TOP
How Africa Works: Success and Failure on the World's Last Developmental Frontier
-20% with code BOOKS
In stock at our supplier
TOP
The Code Book: The Science of Secrecy from Ancient Egypt to Quantum Cryptography
-20% with code BOOKS
In stock at our supplier
TOP
Introduction to Algorithms
Ronald L. Rivest, Charles E. Leiserson, Clifford Stein, Thomas H. Cormen
-20% with code BOOKS
In stock at our supplier
TOP
The Unaccountability Machine: Why Big Systems Make Terrible Decisions
-20% with code BOOKS
In stock at our supplier
TOP
Skin in the Game: Hidden Asymmetries in Daily Life
-20% with code BOOKS
In stock at our supplier
TOP
Dinosaurs and Prehistoric Life: The Definitive Visual Guide to Prehistoric Animals
-20% with code BOOKS
In stock at our supplier
TOP
Thinking in Systems: International Bestseller
-20% with code BOOKS
In stock at our supplier
TOP
Crossing Borders: About the birth of the Consortium of European Research Libraries, the organisation's early years and its path to maturity, spanning the period from the late twentieth century to the first decades of the twenty-first century
-20% with code BOOKS
In stock at our supplier
TOP
Cybernetics: Second Edition: Or the Control and Communication in the Animal and the Machine
-20% with code BOOKS
In stock at our supplier
TOP
Empty Vessel: The Story of the Global Economy in One Barge
-20% with code BOOKS
In stock at our supplier
TOP
101 Things I Learned in Architecture School
-20% with code BOOKS
In stock at our supplier
TOP
Einhundert Zitate Female Edition: Ein Postkartenbuch mit 100 Zitaten
-20% with code BOOKS
In stock at our supplier
TOP
Architektur Berlin, Bd. 15 | Building Berlin, Vol. 15: Baukultur in und aus der Hauptstadt | The latest architecture in and out of the capital
-20% with code BOOKS
In stock at our supplier
TOP
Only Dull People Are Brilliant at Breakfast
-20% with code BOOKS
In stock at our supplier
Description
This book offers an overview of knowledge management. It starts with an introduction to the subject, placing descriptive models in the context of the overall field as well as within the more specific field of data mining analysis. Chapter 2 covers data visualization, including directions for accessing R open source software (described through Rattle). Both R and Rattle are free to students. Chapter 3 then describes market basket analysis, comparing it with more advanced models, and addresses the concept of lift. Subsequently, Chapter 4 describes smarketing RFM models and compares it with more advanced predictive models. Next, Chapter 5 describes association rules, including the APriori algorithm and provides software support from R. Chapter 6 covers cluster analysis, including software support from R (Rattle), KNIME, and WEKA, all of which are open source. Chapter 7 goes on to describe link analysis, social network metrics, and open source NodeXL software, and demonstrates link analysis application using PolyAnalyst output. Chapter 8 concludes the monograph.
Using business-related data to demonstrate models, this descriptive book explains how methods work with some citations, but without detailed references. The data sets and software selected are widely available and can easily be accessed.
More Information
| Author | David L Olson |
|---|---|
| Publisher | Springer Nature Singapore |
| Release year | 2018 |
| Cover type | Softcover |
| EAN | 9789811098475 |