To my dear sons, Ayush and Shray, and my beautiful, loving, and intelligent wife, Alpana
Copyright
Brief Table of Contents
Table of Contents
Foreword
Preface
Acknowledgments
About this book
1. Gathering data for intelligence
Chapter 1. Understanding collective intelligence
Chapter 2. Learning from user interactions
Chapter 3. Extracting intelligence from tags
Chapter 4. Extracting intelligence from content
Chapter 5. Searching the blogosphere
Chapter 6. Intelligent web crawling
2. Deriving intelligence
Chapter 7. Data mining: process, toolkits, and standards
Chapter 8. Building a text analysis toolkit
Chapter 9. Discovering patterns with clustering
Chapter 10. Making predictions
3. Applying intelligence in your application
Chapter 11. Intelligent search
Chapter 12. Building a recommendation engine
Index
List of Figures
List of Tables
List of Listings
1.1. What is collective intelligence?
1.2. CI in web applications
1.2.1. Collective intelligence from the ground up: a sample application
1.2.2. Benefits of collective intelligence
1.2.3. CI is the core component of Web 2.0
1.3. Classifying intelligence