Numerical algorithms for personalized search in self-organizing information networks /
Kamvar, Sep, 1977-
Numerical algorithms for personalized search in self-organizing information networks / Sep Kamvar. - Princeton : Princeton University Press, ©2010. - 1 online resource (xiv, 139 pages) : illustrations
Includes bibliographical references (pages 135-139).
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.
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.
9781400837069 1400837065
9786612665844
266584 MIL 22573/ctts2ng JSTOR
2010014915
GBB080990 bnb
015594633 Uk
Database searching--Mathematics.
Information networks--Mathematics.
Content analysis (Communication)--Mathematics.
Self-organizing systems--Data processing.
Algorithms.
Internet searching--Mathematics.
Computer algorithms.
Bases de données--Interrogation--Mathématiques.
Réseaux d'information--Mathématiques.
Analyse de contenu (Communication)--Mathématiques.
Systèmes auto-organisés--Informatique.
Algorithmes.
Recherche sur Internet--Mathématiques.
algorithms.
LANGUAGE ARTS & DISCIPLINES--Library & Information Science--General.
MATHEMATICS--General.
Computer algorithms
Algorithms
Self-organizing systems--Data processing
ZA4460 / .K36 2010eb
025.5/24
Numerical algorithms for personalized search in self-organizing information networks / Sep Kamvar. - Princeton : Princeton University Press, ©2010. - 1 online resource (xiv, 139 pages) : illustrations
Includes bibliographical references (pages 135-139).
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.
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.
9781400837069 1400837065
9786612665844
266584 MIL 22573/ctts2ng JSTOR
2010014915
GBB080990 bnb
015594633 Uk
Database searching--Mathematics.
Information networks--Mathematics.
Content analysis (Communication)--Mathematics.
Self-organizing systems--Data processing.
Algorithms.
Internet searching--Mathematics.
Computer algorithms.
Bases de données--Interrogation--Mathématiques.
Réseaux d'information--Mathématiques.
Analyse de contenu (Communication)--Mathématiques.
Systèmes auto-organisés--Informatique.
Algorithmes.
Recherche sur Internet--Mathématiques.
algorithms.
LANGUAGE ARTS & DISCIPLINES--Library & Information Science--General.
MATHEMATICS--General.
Computer algorithms
Algorithms
Self-organizing systems--Data processing
ZA4460 / .K36 2010eb
025.5/24