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Author Marmanis, Haralambos, 1970-

Title Algorithms of the intelligent Web / by Haralambos Marmanis, Dmitry Babenko
Published Greenwich, Conn. : Manning, ©2009


Description 1 online resource (xxii, 345 pages) : illustrations
Contents What is the intelligent web? -- Searching -- Creating suggestions and recommendations -- Clustering: grouping things together -- Classification: placing things where they belong -- Combining classifiers -- Putting it all together: an intelligent news portal
Summary Web 2.0 applications are best known for providing a rich user experience, but the parts you can't see are just as important-and impressive. Many Web 2.0 applications use powerful techniques to process information intelligently and offer features based on patterns and relationships in the data that couldn't be discovered manually. Successful examples of these Algorithms of the Intelligent Web include household names like Google Ad Sense, Netflix, and Amazon. These applications use the internet as a platform that not only gathers data at an ever-increasing pace but also systematically transforms the raw data into actionable information. Algorithms of the Intelligent Web is an example-driven blueprint for creating applications that collect, analyze, and act on the massive quantities of data users leave in their wake as they use the web. You'll learn how to build Amazon- and Netflix-style recommendation engines, and how the same techniques apply to people matches on social-networking sites. See how click-trace analysis can result in smarter ad rotations. With a plethora of examples and extensive detail, this book shows you how to build Web 2.0 applications that are as smart as your users
Bibliography Includes bibliographical references and index
Notes Title from resource description page (viewed Aug. 27, 2009)
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. MiAaHDL
Copyright © 2009 Manning Publications Co 2009
Print version record
digitized 2011 HathiTrust Digital Library committed to preserve pda MiAaHDL
Subject Computer algorithms.
Web site development.
Computer algorithms.
Web site development.
Computer algorithms.
Web site development.
Intelligentes Netz
Sites Web -- Développement.
Form Electronic book
Author Babenko, Dmitry.
LC no. 2009455854
ISBN 9781933988665