Web Communities: Analysis and Construction

by Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 3642066119
• ISBN13: 9783642066115
• Release Date: February 2010
• Publisher: Springer
• Length: 187 Pages
• Weight: 0.63 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"