Algorithms and Models for the Web-Graph (eBook, PDF)

Fourth International Workshop, WAW 2006, Banff, Canada, November 30 - December 1, 2006, Revised Papers
Redaktion: Aiello, William; Milios, Evangelos; Janssen, Jeannette; Broder, Andrei

• Format: PDF

Produktbeschreibung

This book contains the revised papers of the Fourth International Workshop on Algorithms and Models for the Web-Graph. It covers a wide range of topics in the study of the Web-graph such as algorithms, PageRank analysis and computational as well as clustering.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 167
• Erscheinungstermin: 10. Juli 2008
• Englisch
• ISBN-13: 9783540788089
• Artikelnr.: 44223054

Inhaltsangabe

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.