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Numerical Algorithms for Personalized Search in Self-organizing Information Networks free ebook download

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Sociology

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Author(s):	Sep Kamvar

Date:	2024	Format:	epub	Language:	English	ISBN/ASIN:	0691145032
Pages:	160	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	4/3/2024 2:29:29 AM

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0691145032 epub
This book lays out the theoretical groundwork for personalized search and reputation management, both on the Web and in peer-to-peer and social networks. Representing much of the foundational research in this field, the book develops scalable algorithms that exploit the graphlike properties underlying personalized search and reputation management, and delves into realistic scenarios regarding Web-scale data.

Sep Kamvar focuses on eigenvector-based techniques in Web search, introducing a personalized variant of Google's PageRank algorithm, and he outlines algorithms such as the now-famous quadratic extrapolation technique that speed up computation, making personalized PageRank feasible. Kamvar suggests that Power Method-related techniques ultimately should be the basis for improving the PageRank algorithm, and he presents algorithms that exploit the convergence behavior of individual components of the PageRank vector. Kamvar then extends the ideas of reputation management and personalized search to distributed networks like peer-to-peer and social networks. He highlights locality and computational considerations related to the structure of the network, and considers such unique issues as malicious peers. He describes the EigenTrust algorithm and applies various PageRank concepts to P2P settings. Discussion chapters summarizing results conclude the book's two main sections.

Clear and thorough, this book provides an authoritative look at central innovations in search for all of those interested in the subject.
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3249734	Book	https://nitroflare.com/view/7B991776722C...		0.00	stirkout

Tags: Algorithms Information Networks Numerical Personalized Search Self-organizing

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Numerical Algorithms for Personalized Search in Self-organizing Information Networks free ebook download

Category: Sociology

Description: Click to see full description

Category:
Sociology