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020 _a9783540959953
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024 7 _a10.1007/978-3-540-95995-3
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072 7 _aCOM051300
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082 0 4 _a518.1
_223
245 1 0 _aAlgorithms and Models for the Web-Graph
_h[electronic resource] :
_b6th International Workshop, WAW 2009 Barcelona, Spain, February 12-13, 2009, Proceedings /
_cedited by Konstantin Avratchenkov, Debora Donato, Nelly Litvak.
250 _a1st ed. 2009.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2009.
300 _aX, 185 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v5427
505 0 _aGraph Models for Complex Networks -- Information Theoretic Comparison of Stochastic Graph Models: Some Experiments -- Approximating the Number of Network Motifs -- Finding Dense Subgraphs with Size Bounds -- The Giant Component in a Random Subgraph of a Given Graph -- Quantifying the Impact of Information Aggregation on Complex Networks: A Temporal Perspective -- PageRank and Web Graph -- A Local Graph Partitioning Algorithm Using Heat Kernel Pagerank -- Choose the Damping, Choose the Ranking? -- Characterization of Tail Dependence for In-Degree and PageRank -- Web Page Rank Prediction with PCA and EM Clustering -- Permuting Web Graphs -- Social Networks and Search -- A Dynamic Model for On-Line Social Networks -- TC-SocialRank: Ranking the Social Web -- Exploiting Positive and Negative Graded Relevance Assessments for Content Recommendation -- Cluster Based Personalized Search.
520 _aThis book constitutes the refereed proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph, WAW 2009, held in Barcelona, Spain, in February 2009 - co-located with WSDM 2009, the Second ACM International Conference on Web Search and Data Mining. The 14 revised full papers presented were carefully reviewed and selected from numerous submissions for inclusion in the book. The papers address a wide variety of topics related to the study of the Web-graph such as theoretical and empirical analysis of the Web graph and Web 2.0 graphs, random walks on the Web and Web 2.0 graphs and their applications, and design and performance evaluation of the algorithms for social networks. The workshop papers have been naturally clustered in three topical sections on graph models for complex networks, pagerank and Web graph, and social networks and search.
650 0 _aAlgorithms.
_93390
650 0 _aComputer science
_xMathematics.
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650 0 _aDiscrete mathematics.
_912873
650 0 _aApplication software.
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650 0 _aData mining.
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650 0 _aComputer networks .
_931572
650 0 _aDatabase management.
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650 1 4 _aAlgorithms.
_93390
650 2 4 _aDiscrete Mathematics in Computer Science.
_931837
650 2 4 _aComputer and Information Systems Applications.
_9135224
650 2 4 _aData Mining and Knowledge Discovery.
_9135225
650 2 4 _aComputer Communication Networks.
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650 2 4 _aDatabase Management.
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700 1 _aAvratchenkov, Konstantin.
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700 1 _aDonato, Debora.
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700 1 _aLitvak, Nelly.
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aTheoretical Computer Science and General Issues,
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856 4 0 _uhttps://doi.org/10.1007/978-3-540-95995-3
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