RatioRank: Enhancing the impact of inlinks and outlinks

As web is the largest collection of information and plenty of pages or documents are newly added and deleted on frequent basis due to the dynamic nature of the web. The information present on the web is of great need, the world is full of questions and the web is serving as the major source of gaining information about specific query made by the user. As per the search engine for the query, a number of pages are retrieved among which the quality of the page that are retrieved is questioned. On the retrieved pages the search engine apply certain algorithms to bring an order to the pages retrieved so that the most relevant document or pages are displayed at the top of list. In this paper a new page ranking algorithm known as the RatioRank is discussed, in which the inlink weights and outlink weights are used with the consideration of number of visit count and is compared with some algorithms by using certain parameters.

[1]  Dilip Kumar Sharma,et al.  A Comparative Analysis of Web Page Ranking Algorithms , 2010 .

[2]  Wenpu Xing,et al.  Weighted PageRank algorithm , 2004, Proceedings. Second Annual Conference on Communication Networks and Services Research, 2004..

[3]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[4]  Massimo Marchiori,et al.  The Quest for Correct Information on the Web: Hyper Search Engines , 1997, Comput. Networks.

[5]  David Cohn,et al.  Learning to Probabilistically Identify Authoritative Documents , 2000, ICML.

[6]  Chris H. Q. Ding,et al.  Link Analysis: Hubs and Authorities on the World Wide Web , 2004, SIAM Rev..

[7]  Neelam Tyagi.  Weighted Page Rank Algorithm Based on Number of Visits of Links of Web Page , 2012 .

[8]  Shlomo Moran,et al.  SALSA: the stochastic approach for link-structure analysis , 2001, TOIS.

[9]  Komal Kumar Bhatia,et al.  Page Ranking Algorithms: A Survey , 2009, 2009 IEEE International Advance Computing Conference.

[10]  Andrei Z. Broder,et al.  The Connectivity Server: Fast Access to Linkage Information on the Web , 1998, Comput. Networks.

[11]  B. N. Roy,et al.  An Improved Page Rank Algorithm based on Optimized Normalization Technique , 2011 .

[12]  Shlomo Moran,et al.  The stochastic approach for link-structure analysis (SALSA) and the TKC effect , 2000, Comput. Networks.

[13]  Neelam Duhan,et al.  Page ranking based on number of visits of links of Web page , 2011, 2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011).