Numerical algorithms for personalized search in self-organizing information networks

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 underlyi...

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Bibliographic Details
Main Author:	Kamvar, Sep
Format:	eBook Book
Language:	English
Published:	Princeton, N.J Princeton University Press 2010
Edition:	1
Subjects:	Algorithm Algorithm design Algorithms Characteristic polynomial Cluster analysis Collaborative filtering Computation Computer data storage Computer network COMPUTERS COMPUTERS / Computer Science COMPUTERS / Programming / Algorithms Computing Content analysis (Communication) Content analysis (Communication) > Mathematics CPU cache Cryptographic hash function Data corruption Data portability Data processing Database searching Database searching > Mathematics Deterministic algorithm Dynamic programming EigenTrust Eigenvalue algorithm Eigenvalues and eigenvectors Extrapolation Federated search File system Google matrix Greedy algorithm Hash function Human–computer interaction (security) Information networks Information networks > Mathematics Instance (computer science) Internet searching Internet searching > Mathematics Iteration Load balancing (computing) Machine learning Mathematics MATHEMATICS / General Matrix decomposition Memory access pattern Naming convention (programming) Network simulation Numerical analysis Numerical linear algebra Online auction PageRank Parallel computing Parameter (computer programming) Patch (computing) Peer-to-peer Personalization Personalized search Polynomial long division Power iteration Proportionality (mathematics) QR algorithm QR decomposition Randomized algorithm Ranking (information retrieval) Rate of convergence Regularization (mathematics) Replication (computing) Repository (version control) Reputation management Reputation system Robustness (computer science) Sampling (statistics) Scientific notation Search algorithm Selection algorithm Self-organizing systems Self-organizing systems > Data processing Server (computing) Sign (mathematics) Technology Topic-Sensitive PageRank Tree (data structure) Upload Variable (computer science) Variable (mathematics) Web search engine Cluster analysis Ranking (information retrieval) Personalization Reputation system Reputation management Robustness (computer science) Randomized algorithm Data corruption Naming convention (programming) Load balancing (computing) Sampling (statistics) Hash function Computer network Collaborative filtering Eigenvalue algorithm Eigenvalues and eigenvectors Variable (computer science) Peer-to-peer Algorithm design Deterministic algorithm CPU cache Parameter (computer programming) QR algorithm Data portability Power iteration Numerical linear algebra QR decomposition Online auction Matrix decomposition Algorithm Network simulation Extrapolation Proportionality (mathematics) Numerical analysis Computation Regularization (mathematics) Repository (version control) Selection algorithm Memory access pattern Patch (computing) Replication (computing) Sign (mathematics) Polynomial long division Characteristic polynomial Upload Iteration Computing Computer data storage Web search engine Personalized search Dynamic programming Rate of convergence Tree (data structure) PageRank Cryptographic hash function Data set Federated search Search algorithm Instance (computer science) Topic-Sensitive PageRank Variable (mathematics) Parallel computing File system Google matrix Machine learning Greedy algorithm EigenTrust Server (computing) Scientific notation Human–computer interaction (security)
ISBN:	9780691145037, 0691145032, 1400837065, 9781400837069
Online Access:	Get full text
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