β Scribed by William Aiello, Andrei Broder, Jeannette Janssen (auth.), William Aiello, Andrei Broder, Jeannette Janssen, Evangelos Milios (eds.)
No coin nor oath required. For personal study only.
Front Matter....Pages -
Modelling and Mining of Networked Information Spaces....Pages 1-17
Workshop on Algorithms and Models for the Web Graph....Pages 18-23
Expansion and Lack Thereof in Randomly Perturbed Graphs....Pages 24-35
Web Structure in 2005....Pages 36-46
Local/Global Phenomena in Geometrically Generated Graphs....Pages 47-58
Approximating PageRank from In-Degree....Pages 59-71
Probabilistic Relation between In-Degree and PageRank....Pages 72-83
Communities in Large Networks: Identification and Ranking....Pages 84-96
Combating Spamdexing: Incorporating Heuristics in Link-Based Ranking....Pages 97-106
Traps and Pitfalls of Topic-Biased PageRank....Pages 107-116
A Scalable Multilevel Algorithm for Graph Clustering and Community Structure Detection....Pages 117-128
A Phrase Recommendation Algorithm Based on Query Stream Mining in Web Search Engines....Pages 129-136
Characterization of Graphs Using Degree Cores....Pages 137-148
Web Structure Mining by Isolated Stars....Pages 149-156
Representing and Quantifying Rank - Change for the Web Graph....Pages 157-165
Back Matter....Pages -
Data Mining and Knowledge Discovery; Information Systems Applications (incl.Internet)
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