| Description |
1 online resource (x, 165 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 4936 |
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI |
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Lecture notes in computer science ; 4936. 0302-9743
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
|
| Contents |
Modelling and Mining of Networked Information Spaces -- Workshop on Algorithms and Models for the Web Graph -- Expansion and Lack Thereof in Randomly Perturbed Graphs -- Web Structure in 2005 -- Local/Global Phenomena in Geometrically Generated Graphs -- Approximating PageRank from In-Degree -- Probabilistic Relation between In-Degree and PageRank -- Communities in Large Networks: Identification and Ranking -- Combating Spamdexing: Incorporating Heuristics in Link-Based Ranking -- Traps and Pitfalls of Topic-Biased PageRank -- A Scalable Multilevel Algorithm for Graph Clustering and Community Structure Detection -- A Phrase Recommendation Algorithm Based on Query Stream Mining in Web Search Engines -- Characterization of Graphs Using Degree Cores -- Web Structure Mining by Isolated Stars -- Representing and Quantifying Rank -- Change for the Web Graph |
| Summary |
This book constitutes the revised papers of the Fourth International Workshop on Algorithms and Models for the Web-Graph, WAW 2006, held in Banff, Canada, November 30 - December 1, 2006. The 12 revised full papers and 3 posters presented were carefully reviewed and selected from 28 submissions for inclusion in the book. The papers address a wide variety of topics related to the study of the Web-graph such as algorithms for the Web-graph, PageRank analysis and computational as well as clustering |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Computer algorithms -- Congresses
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Data mining -- Congresses
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Computer science.
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Data Mining and Knowledge Discovery.
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Information Systems Applications (incl. Internet)
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Computer algorithms.
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Data mining.
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Informatique.
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Computer algorithms
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Data mining
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Aiello, William Anthony.
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| ISBN |
9783540788072 |
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3540788077 |
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9783540788089 |
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3540788085 |
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9788354078807 |
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8354078809 |
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