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http://worldcat.org/entity/work/id/792609850

Programming collective intelligence building smart web 2.0 applications

Provides information on building Web 2.0 applications that have the capability to mine data created by Internet applications.

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http://schema.org/about

http://schema.org/description

  • "Provides information on building Web 2.0 applications that have the capability to mine data created by Internet applications."@en
  • "Handleiding voor het schrijven van algoritmen met als doel het efficiënter benutten van de enorme hoeveelheid informatie op het internet."
  • "Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it. "Programming Collective Intelligence" takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general - all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application.This book explains: collaborative filtering techniques that enable online retailers to recommend products or media; methods of clustering to detect groups of similar items in a large dataset; search engine features - crawlers, indexers, query engines, and the PageRank algorithm; optimization algorithms that search millions of possible solutions to a problem and choose the best one; bayesian filtering, used in spam filters for classifying documents based on word types and other features; using decision trees not only to make predictions, but to model the way decisions are made; predicting numerical values rather than classifications to build price models; support vector machines to match people in online dating sites; non-negative matrix factorization to find the independent features in a dataset; and, evolving intelligence for problem solving - how a computer develops its skill by improving its own code the more it plays a game."
  • "This fascinating book demonstrates how you can build web applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it."@en

http://schema.org/genre

  • "Livres électroniques"
  • "e-book [online only]"
  • "Electronic books"@en
  • "Llibres electrònics"

http://schema.org/name

  • "Programming collective intelligence building smart web 2.0 applications"@en
  • "Programming collective intelligence building smart web 2.0 applications"
  • "Programming collective intelligence : building Smart Web 2.0 applications"
  • "Programming collective intelligence : building smart web 2.0 applications"
  • "Programming collective intelligence : building smart web 2.0 applications"@en
  • "Programming collective interlligence: building smart Web 2.0 applications"
  • "Programming Collective Intelligence Building Smart Web 2.0 Applications"@en
  • "Programming collective intelligence building Smart Web 2.0 applications"
  • "Programming collective intelligence building smart Web 2.0 applications"
  • "Programming collective intelligence : building smart Web 2.0 apllications"
  • "Programming collective intelligence : building smart Web 2.0 applications"