Abstract
The original PageRank algorithm on the old webpage, on end in Com website, webpage cannot distinguish between the hyperlinks and webpage subject related, is unable to determine the webpage content similarity, easily lead to topic drift phenomenon. Through to analysis the goole search engine algorithms, to consider the problem that the PageRank algorithm only considers the web page hyperlink and ignore the web page content, this article put forward to introduce the time that user have stayed and prove it is Superior.
Fund project: Research on the search engine technology for public security network monitoring. No: 11C0510.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Richasrdson, M., Domings, P.: The Intellingent Surfer:Probabilistic Conbination of Link and Content Information in PageRank. J. Advances in Neural Information Process System 14, 1441–1448 (2002)
HAJ the IME BABA, Google’s Secret — PageRank Thorough Explanation, linux.dalous.com/PageRank_cn.htm
Page, L., Brin, S.: The PageRank Citation Ranking: Bringing Order to the Web, http://www.db.stanford.edu/~backup/pageRanksub:199822001
Cai, J.C., Cai, M.: Research on The Search Engine PageRank Algorithm. J. Computer Application and Software 9 (2008)
Gao, Q., Zhang, Y.P.: Research on The Topic Drift in Pagerank Algorithm. J. Computer Information 03 -3-0117-03: 1008–0570 (2010)
Huang, D.C., Qi Hua, C.: Research on the PageRank Algorithm. J.04-0145-02: 1000-3428 (2006)
Qi, H.C., Huang, D.C., Zheng, Y.F.: The Improved PageRank Algorithm with Time Feedback. J. Zhejiang University of Technology 33 (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Liu, DX., Yan, X., Xie, W. (2012). Improved PageRank Algorithm Based on the Residence Time of the Website. In: Huang, DS., Ma, J., Jo, KH., Gromiha, M.M. (eds) Intelligent Computing Theories and Applications. ICIC 2012. Lecture Notes in Computer Science(), vol 7390. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31576-3_76
Download citation
DOI: https://doi.org/10.1007/978-3-642-31576-3_76
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-31575-6
Online ISBN: 978-3-642-31576-3
eBook Packages: Computer ScienceComputer Science (R0)