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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Basics of algorithms for applying CI. Chet rated it liked it Nov 17, Craig rated it really liked it May 07, Every chapter has an introduction, a summary and very handy references – I used them many times.
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In the Web 2. Visit our Beautiful Books page and find lovely books for kids, photography lovers and more. I particularly like the approach to explain the mathematical concepts with simple examples, followed by implementing it in simple Java and then leveraging open-source software. Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. Alag earned his PhD in engineering from UC Berkeley and his dissertation was in the area of probabilistic reasoning and machine learning.
Each chapter can be treated separately, but together they create coherent paper about recommendation system. If you’re a script jock or a web master whose level of technical competence doesn’t extend too far past embedding a youtube video or paypal “buy now” button on your pages, then the most that you are collctive to get out of this book is just the high level introductory material.
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. I would not recommend this book to data mining or text analysis experts. High level concepts are introduced first. It provides a pragmatic approach to personalization by combining content-based analysis with collaborative approaches. Ruslan Pilin rated it really liked it Aug 19, Similar docs would have a high value close to 1, say.
Use cases for applying the framework. Atul rated it it was amazing Nov 19, I Have you sarnam surprised to see line similar to “Hello, greatguy. The more Amazon caters to what you are interested in, and doesn’t bother you with irrelevancies, the happier you may be. Lists with This Book. Jenz Johnson rated it it was amazing Dec 04, Collective Intelligence in Action by Satnam Alag. About the reader Satnma book assumes you have intelligsnce basic level of Java coding skills.
Collective Intelligence in Action
Architecture for applying intelligence. Goodreads helps you keep track of books you want to read. Readers learn to collect, analyze, and benefit from the massive quantities of user information generated by Web 2. He has published numerous peer-reviewed articles. Other applications discussed include the automatic creation of folksonomies taxonomies based on popular usage using cluster analysis actiln categorization using Bayes theorem.
No trivia or quizzes yet. 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. Gier rated it really liked it Feb 12, This book is not yet featured on Listopia. Refresh and try again.
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Any document compared to itself would have a dot product of 1. Want to Read Currently Reading Read. Marc Sturlese rated it really liked it Dec 26, Content types and integration. The basic idea is that one can catalog documents by removing irrelevant words adjectives, abstract pronouns, conjunctives and “stemming” the remaining words ie: Neither does it take a actjon up” or “for dummies” approach.
Collective collectvie is very popular these days. Wesen rated it really liked it Jul 13, Home Contact Us Help Free delivery worldwide.
Write a review and the words you write become part of your cumulative profile as well, reduced to a vector or vectors of keywords and frequencies.