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    Collective Intelligence (Paperback) By (author) Satnam Alag, Foreword by Richard MacManus

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    DescriptionHIGHLIGHT 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 * Implement Collective Intelligence in real, high-use Java applications. * Add high-value features to your websites, like recommendations and user networking. * Build a Collective Intelligence toolkit. * Get immediately reusable code. * Learn to use with standard tools and APIs like Lucene, Nutch, WEKA, and JDM.


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  • Full bibliographic data for Collective Intelligence

    Title
    Collective Intelligence
    Authors and contributors
    By (author) Satnam Alag, Foreword by Richard MacManus
    Physical properties
    Format: Paperback
    Number of pages: 397
    Width: 213 mm
    Height: 277 mm
    Thickness: 10 mm
    Weight: 499 g
    Language
    English
    ISBN
    ISBN 13: 9781933988313
    ISBN 10: 1933988312
    Classifications

    BIC E4L: COM
    Nielsen BookScan Product Class 3: S10.2
    B&T Book Type: NF
    BISAC V2.8: COM031000, COM032000
    DC22: 006.312
    BIC subject category V2: UM
    DC22: 005.133
    B&T Merchandise Category: COM
    Warengruppen-Systematik des deutschen Buchhandels: 26320
    Ingram Subject Code: XG
    Libri: I-XG
    LC subject heading:
    BISAC V2.8: COM069000, COM060080, COM079010
    DC22: 005.74
    BISAC V2.8: COM051280
    B&T General Subject: 233
    LC subject heading: ,
    BISAC V2.8: COM077000, COM060130, COM044000
    LC classification: QA76.9.D343 A339 2009
    Thema V1.0: UDB, UYZM, GPF, UYZ, UM, UYQN, UMX, UMW, UFM
    Publisher
    Manning Publications
    Imprint name
    Manning Publications
    Publication date
    01 October 2008
    Publication City/Country
    New York
    Author Information
    Satnam Alag, PhD, is currently the Vice President of Engineering at NextBio, a vertical search engine and a Web 2.0 collaboration application for the life sciences community. He is a seasoned software professional with over fifteen years of experience in machine learning and over a decade of experience in commercial software development and management. Dr. Alag worked as a consultant with Johnson & Johnsons's BabyCenter where he helped develop their personalization engine. Prior to that, he was the Chief Software Architect at Rearden Commerce and began his career at GE R&D. He is a Sun Certified Enterprise Architect (SCEA) for the Java Platform. Dr. Alag earned his PhD in engineering from UC Berkeley and his dissertation was in the area of probabilistic reasoning and machine learning. He has published numerous peer-reviewed articles.