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Bestseller
BestsellerE-book
Author Kamvar, Sep, 1977-

Title Numerical algorithms for personalized search in self-organizing information networks / Sep Kamvar.

Publication Info. Princeton : Princeton University Press, [2010]
©2010

Item Status

Description 1 online resource (xiv, 139 pages) : illustrations
Physical Medium polychrome
Description text file
Bibliography Includes bibliographical references (pages 135-139).
Contents Numerical Algorithms for Personalized Search in Self-organizing Information Networks; Contents; Tables; Figures; Acknowledgments; Chapter 1 Introduction; 1.1 World Wide Web; 1.2 P2P Networks; 1.3 Contributions; PART I WORLD WIDE WEB; Chapter 2 PageRank; Chapter 3 The Second Eigenvalue of the Google Matrix; Chapter 4 The Condition Number of the PageRank Problem; Chapter 5 Extrapolation Algorithms; Chapter 6 Adaptive PageRank; Chapter 7 BlockRank; PART II P2P NETWORKS; Chapter 8 Query-Cycle Simulator; Chapter 9 EigenTrust; Chapter 10 Adaptive P2P Topologies; Chapter 11 Conclusion; Bibliography.
Summary 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 quad.
Local Note eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject Database searching -- Mathematics.
Database searching.
Mathematics.
Information networks -- Mathematics.
Information networks.
Content analysis (Communication) -- Mathematics.
Content analysis (Communication)
Self-organizing systems -- Data processing.
Self-organizing systems -- Data processing.
Algorithms.
Algorithms.
Internet searching -- Mathematics.
Internet searching.
Genre/Form Electronic books.
Electronic books.
Other Form: Print version: Kamvar, Sep, 1977- Numerical algorithms for personalized search in self-organizing information networks. Princeton, N.J. : Princeton University Press, 2010 9780691145037 (DLC) 2010014915 (OCoLC)587249040
ISBN 9781400837069 (electronic book)
1400837065 (electronic book)
9780691145037 (hardcover ; alkaline paper)
0691145032 (hardcover ; alkaline paper)
1282665847
9781282665842
Standard No. 9786612665844