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Link Analysis Ranking Algorithms Theory And Experiments

by: Allan Borodin, Gareth O Roberts, Jeffrey S Rosenthal, Panayiotis Tsaparas


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The explosive growth and the widespread accessibility of the Web has led to surge of research activity in the area of information retrieval on the World Wide Web. The seminal papers of Kleinberg [31], and Brin and Page [9] introduced Link Analysis Ranking, where hyperlink structures are used to determine the relative authority of a Web page, and produce improved algorithms for the ranking of Web search results. In this paper we work within the hubs and authorities framework defined by...


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