The effect of new links on Google Pagerank
Avrachenkov, K. and Litvak, N. (2006) The effect of new links on Google Pagerank. Stochastic Models, 22 (2). pp. 319-331. ISSN 1532-6349
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| Abstract: | PageRank is one of the principle criteria according to which Google ranks Web pages. PageRank can be interpreted as the frequency that a random surfer visits a Web page, and thus it reflects the popularity of a Web page. We study the effect of newly created links on Google PageRank. We discuss to what extent a page can control its PageRank. Using asymptotic analysis we provide simple conditions that show whether or not new links result in increased PageRank for a Web page and its neighbors. Furthermore, we show that there exists an optimal (although impractical) linking strategy. We conclude that a Web page benefits from links inside its Web community and on the other hand irrelevant links penalize the Web pages and their Web communities. |
| Item Type: | Article |
| Faculty: | Electrical Engineering, Mathematics and Computer Science (EEMCS) |
| Research Group: | |
| Link to this item: | http://purl.utwente.nl/publications/63648 |
| Official URL: | http://dx.doi.org/10.1080/15326340600649052 |
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