Promise and Pitfalls of Extending Google's PageRank Algorithm to Citation Networks

Sergei Maslov, S. Redner

We review our recent work on applying the Google PageRank algorithm to find scientific "gems" among all Physical Review publications, and its extension to CiteRank, to find current…