COLLECTIVE INTELLIGENCE IN ACTION SATNAM ALAG PDF

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Explore a preview version of Collective Intelligence in Action right now. There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users.

Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. It is the first Java-based book to emphasize the underlying algorithms and technical implementation of vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions. It provides a pragmatic approach to personalization by combining content-based analysis with collaborative approaches.

This book is for Java developers implementing Collective Intelligence in real, high-use applications. Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications. The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Skip to main content. Start your free trial. Collective Intelligence in Action by Satnam Alag. Book Description There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once?

Show and hide more. Table of Contents Product Information. 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 Part 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 Making predictions Part 3. Applying intelligence in your application Chapter Intelligent search Chapter

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Collective Intelligence in Action

There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users.

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Explore a preview version of Collective Intelligence in Action right now. There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users. Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. It is the first Java-based book to emphasize the underlying algorithms and technical implementation of vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions.

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