Web communities - analysis and construction

@inproceedings{Zhang2006WebC,
  title={Web communities - analysis and construction},
  author={Yanchun Zhang and Jeffrey Xu Yu and Jingyu Hou},
  year={2006}
}
Chapter 1: Introduction (10 pages) -- Web Search, -- Information Filtering -- Web Community Chapter 2: Preliminaries (30 pages) -- Statistics -- Similarity -- Markov Model -- Matrix Expression of Hyperlinks -- Eigenvector, Principle Engenvector, Secondary Engenvector -- Singular Value Decomposition (SVD) of Matrix -- Graph Theory Basis (Random walk) Chapter 3: HITS and Related Algorithms (50 pages) -- The Original HITS -- The Stability issues -- The Randomized HITS -- The Subspace HITS… CONTINUE READING

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