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Algorithms and Models for the Web-Graph [electronic resource] : 5th International Workshop, WAW 2007, San Diego, CA, USA, December 11-12, 2007, Proceedings / edited by Anthony Bonato, Fan R.K. Chung.

Contributor(s): Bonato, Anthony [editor.] | Chung, Fan R.K [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 4863Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007Edition: 1st ed. 2007.Description: X, 217 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540770046.Subject(s): Computer science | Algorithms | Computer science -- Mathematics | Discrete mathematics | Application software | Data mining | Computer networks  | Theory of Computation | Algorithms | Discrete Mathematics in Computer Science | Computer and Information Systems Applications | Data Mining and Knowledge Discovery | Computer Communication NetworksAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 004.0151 Online resources: Click here to access online
Contents:
Bias Reduction in Traceroute Sampling - Towards a More Accurate Map of the Internet -- Distribution of PageRank Mass Among Principle Components of the Web -- Finding a Dense-Core in Jellyfish Graphs -- A Geometric Preferential Attachment Model of Networks II -- Clustering Social Networks -- Manipulation-Resistant Reputations Using Hitting Time -- Using Polynomial Chaos to Compute the Influence of Multiple Random Surfers in the PageRank Model -- A Spatial Web Graph Model with Local Influence Regions -- Determining Factors Behind the PageRank Log-Log Plot -- Approximating Betweenness Centrality -- Random Dot Product Graph Models for Social Networks -- Local Computation of PageRank Contributions -- Local Partitioning for Directed Graphs Using PageRank -- Stochastic Kronecker Graphs -- Deterministic Decentralized Search in Random Graphs -- Using Bloom Filters to Speed Up HITS-Like Ranking Algorithms -- Parallelizing the Computation of PageRank -- Giant Component and Connectivity in Geographical Threshold Graphs.
In: Springer Nature eBook
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Bias Reduction in Traceroute Sampling - Towards a More Accurate Map of the Internet -- Distribution of PageRank Mass Among Principle Components of the Web -- Finding a Dense-Core in Jellyfish Graphs -- A Geometric Preferential Attachment Model of Networks II -- Clustering Social Networks -- Manipulation-Resistant Reputations Using Hitting Time -- Using Polynomial Chaos to Compute the Influence of Multiple Random Surfers in the PageRank Model -- A Spatial Web Graph Model with Local Influence Regions -- Determining Factors Behind the PageRank Log-Log Plot -- Approximating Betweenness Centrality -- Random Dot Product Graph Models for Social Networks -- Local Computation of PageRank Contributions -- Local Partitioning for Directed Graphs Using PageRank -- Stochastic Kronecker Graphs -- Deterministic Decentralized Search in Random Graphs -- Using Bloom Filters to Speed Up HITS-Like Ranking Algorithms -- Parallelizing the Computation of PageRank -- Giant Component and Connectivity in Geographical Threshold Graphs.

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