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Programming collective intelligence : building smart web 2.0 applications

Author: Toby Segaran
Publisher: Beijing ; Sebastapol [Calif.] : O'Reilly, ©2007.
Edition/Format:   Book : EnglishView all editions and formats
Database:WorldCat
Summary:
Provides information on building Web 2.0 applications that have the capability to mine data created by Internet applications.
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Toby Segaran
ISBN: 0596529325 9780596529321
OCLC Number: 166886837
Notes: Includes index.
Description: xxi, 334 p. : ill. ; 24 cm.
Contents: Introduction to collective intelligence --
Making recommendations --
Discovering groups --
Searching and ranking --
Optimization --
Document filtering --
Modeling with decision trees --
Building price models --
Advanced classification : kernel methods and SVMs --
Finding independent features --
Evolving intelligence --
Algorithm summary.
Responsibility: Toby Segaran.
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Abstract:

Demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. This book explains how to draw conclusions about user experience, marketing,  Read more...

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