The effect of new links on Google Pagerank

K. Avrachenkov, Nelli Litvak

Research output: Contribution to journalArticleAcademicpeer-review

56 Citations (Scopus)

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.
Original languageUndefined
Article number10.1080/15326340600649052
Pages (from-to)319-331
Number of pages13
JournalStochastic models
Volume22
Issue number06EX1521/2
DOIs
Publication statusPublished - 2006

Keywords

  • EWI-8031
  • MSC-60J10
  • MSC-60J20
  • MSC-68M10
  • IR-63648
  • MSC-90B12
  • MSC-90B18
  • METIS-238280
  • MSC-91D30

Cite this

Avrachenkov, K., & Litvak, N. (2006). The effect of new links on Google Pagerank. Stochastic models, 22(06EX1521/2), 319-331. [10.1080/15326340600649052]. https://doi.org/10.1080/15326340600649052