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PageRank: Stand on the shoulders of giants / by Massimo Franceschet

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PageRank: Stand on the shoulders of giants / by Massimo Franceschet
PageRank: Stand on the shoulders of giants
Massimo Franceschet
Department of Mathematics and Computer Science, University of Udine
Via delle Scienze 206, 33100 Udine, Italy
Phone: +39 0432 558754 / Fax: +39 0432 558499
massimo.franceschet@dimi.uniud.it
Abstract

PageRank is a Web page ranking technique that radically changed the concepts of quality and truth of information found on the web. The method was developed by Sergey Brin and Larry Page while studying at Stanford University and is currently an important ingredient of Google search engine. The main idea behind PageRank is to determine the importance of a Web page in terms of the very same notion of importance assigned to the pages hyperlinking to it. In fact, this thesis in not new, and has been previously successfully exploited in different contexts. In this work, we review the PageRank method and link it to some renowned predecessors we have found in the fields of Web information retrieval, bibliometrics, sociology, and economics. 

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