Algorithms and Models for the Web-Graph: Fourth International Workshop, WAW 2006, Banff, Canada, November 30 - December 1, 2006, Revised Papers / Edition 1
by William Aiello
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.
Overview
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.
Product Details
- ISBN-13:
- 9783540788072
- Publisher:
- Springer Berlin Heidelberg
- Publication date:
- 04/28/2008
- Series:
- Lecture Notes in Computer Science / Information Systems and Applications, incl. Internet/Web, and HCI Series, #4936
- Edition description:
- 2008
- Pages:
- 167
- Product dimensions:
- 6.00(w) x 9.20(h) x 0.50(d)
Table of 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.
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