pagerank2


pagerank2, a MATLAB code which considers a specific application of the page rank algorithm for automatically ranking web pages.

Licensing:

The computer code and data files made available on this web page are distributed under the GNU LGPL license.

Languages:

pagerank2 is available in a MATLAB version.

Related Data and Programs:

pagerank, a MATLAB code which demonstrates some of the issues involved in automatically ranking web pages.

pagerank2_test

power_method, a MATLAB code which carries out the power method for finding a dominant eigenvalue and its eigenvector.

Reference:

  1. John MacCormick,
    Nine Algorithms That Changed the Future: The Ingenious Ideas that Drive Today's Computers,
    Princeton University Press,
    ISBN-13: 978-0691158198.
  2. Cleve Moler,
    Experiments with Matlab,
    Chapter 7: Google PageRank
    https://www.mathworks.com/moler/exm/chapters/pagerank.pdf
  3. Xindong Wu, Vipin Kumar, J Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey McLachlan, Angus Ng, Bing Lu, Philip Yu, Zhi-Hua Zhou, Michael Steinbach, David Hand, Dan Steinberg,
    Top 10 algorithms in data mining,
    Knowledge and Information Systems,
    Volume 14, Number 1, January 2008, pages 1-37.

Source Code:


Last modified on 13 December 2020.