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Ch. 1 Introduction to Web search engines 1
Ch. 2 Crawling, indexing, and query processing 15 Ch. 3 Ranking Webpages by popularity 25 Ch. 4 The mathematics of Google's PageRank 31 Ch. 5 Parameters in the PageRank model 47 Ch. 6 The sensitivity of PageRank 57 Ch. 7 The PageRank problem as a linear system 71 Ch. 8 Issues in large-scale implementation of PageRank 75 Ch. 9 Accelerating the computation of PageRank 89 Ch. 10 Updated the PageRank vector 99 Ch. 11 The HITS method for ranking Webpages 115 Ch. 12 Other link methods for ranking Webpages 131 Ch. 13 The future of Web information retrieval 139 Ch. 14 Resources for Web information retrieval 149 Ch. 15 The mathematics guide 153 Ch. 16 Glossary 201 |