Ranking of web pages using mutual information between the hyperlinks

To improve Web pages ranking efficiency, the paper offers 3 modifications of PageRank algorithm. The first one features the measurement of hyperlink independence degree for calculating the hyperlink's weight. The second and third ones considering the thematic affinity of Web pages are the improved versions of algorithms WPR and Topic-Centric respectively.