Collective Intelligence

Anno: 2008
Rilegatura: Paperback
Pagine: 397 p.
Testo in English
Dimensioni: 236 x 188 mm
Peso: 726 gr.
  • EAN: 9781933988313
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HIGHLIGHT Collective Intelligence in Action is a hands-on guide for Java developers implementing Collective Intelligence in real, high-use web applications. DESCRIPTION Collective Intelligence in Action is a hands-on guidebook for Java developers implementing collective intelligence concepts. This book teaches vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions using Java-based examples. Readers learn to collect, analyze, and benefit from the massive quantities of user information generated by Web 2.0 applications. Following a running example, readers harvest and use information from blogs, tags, and other sources. They then learn to develop software that can embed in their own applications. The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Because a smart developer knows there's no reason to reinvent the wheel, the book uses public APIs and open-source toolkits including search using Lucene, web-crawling using Nutch, machine learning using WEKA, and the Java Data Mining (JDM) standard. Readers also learn from case studies that include Amazon, Google News, and Netflix KEY SELLING POINTS Â Implement Collective Intelligence in real, high-use Java applications. Â Add high-value features to your websites, like recommendations and user networking. Â Build a Collective Intelligence toolkit. Â Get immediately reusable code. Â Learn to use with standard tools and APIs like Lucene, Nutch, WEKA, and JDM.