Journal
SIAM REVIEW
Volume 57, Issue 3, Pages 321-363Publisher
SIAM PUBLICATIONS
DOI: 10.1137/140976649
Keywords
PageRank; Markov chain
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Funding
- NSF CAREER [CCF-1149756]
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Google's PageRank method was developed to evaluate the importance of web-pages via their link structure. The mathematics of PageRank, however, are entirely general and apply to any graph or network in any domain. Thus, PageRank is now regularly used in bibliometrics, social and information network analysis, and for link prediction and recommendation. It's even used for systems analysis of road networks, as well as biology, chemistry, neuroscience, and physics. We'll see the mathematics and ideas that unite these diverse applications.
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