Collective intelligence in action / by Satnam Alag. Bookmark: au/version/; Physical Description. xxv, p.: ill. ; 24 cm. Published. There’s a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet. As Satnam Alag writes in this book, collective intelligence as a research field actually pre- dates the web. But it was after the dot-com era had.

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Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. I also liked the authors wlag of providing summary at the end of each chapter. Table of Contents takes you straight to the book detailed table of contents. The curiosity led me to read “Collective Intelligence in Action”.

Manning | Collective Intelligence in Action

Benjamin Anderson rated it liked it Dec 18, It provides a alzg approach to personalization by combining content-based analysis with collaborative approaches. Using an open source data mining framework: Simple and composite content types.

May 21, Glenn rated it really liked it. Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications.

He has published numerous peer-reviewed articles. Ruslan Pilin rated it really liked it Aug 19, Open source libraries are recommended and coding examples presented.

Some of the social implications are scary, especially for privacy concerns, but so is the implication of not leveraging the information that one holds within your organization to provide the best possible service. The book also recommends and has sparked my interest in the site [ Chet rated it liked it Nov 17, saynam Trivia About Collective Intell Looking for beautiful books? Published November 4th by Manning Publications first published August 15th It is neither definitive nor canonical so you will be doing more research and studying before you deploy any sophisticated collective intelligence in your applications.


Refresh and try again. About the reader This book assumes you have a basic level of Java coding skills. Andrew Montalenti rated it it was amazing Feb 08, In this book, Santnam does an excellent job providing the answers to all these questions The book covers the wide breadth of the topics with amazing focus and detail-architecture for adding intelligence, tagging and tag clouds, content aggregation through focused web crawling and from the blogospare, leveraging machine learning techniques such as clustering and predictive modeling, intelligent search and building recommendation engine.

Building the text analyzers. Use these CI techniques to extract valuable data from your applications. Account Options Sign in. For example the World Bank has the capability not necessarily using these methods to match similar projects around the world so that experience gained collectife one area can be found and applied elsewhere.

Any document compared to itself would have a dot product of 1. About the book Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications. 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.


The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Sheldon Kreger rated it it was amazing Dec 21, intleligence Feb 02, AHolly rated it really liked it. Atul rated it it was amazing Nov 19, Scalable persistence architecture for tagging.

Check out the top books of the year on our page Best Books of Instead, it aims somewhere in the middle which gives the inteelligence a bit of an identity crisis. Two documents with no common stem words would have a dot product of zero. Farris Foreword by Liz Liddy. The main CI-related content types. Goodreads helps you keep track of books you want to read. I highly recommend it. Denzil Sequeira rated it liked it Apr 30, It provides a pragmatic approach intellligence personalization by combining content-based analysis with collaborative approaches.

Alag himself appears to be working at a biotech firm NextBio that matches public medical and genome related data to data held by private companies. Disapprove and that counts against your interests. User Review – Flag as inappropriate Collective intelligence is very popular these days. Approaches to intelligent search.

Collective Intelligence

Various data structures and algorithms are classified. Dissimilar docs would have a low coefficient, say. Standard data mining API:

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