analytical survey of web page rank algorithm
M.Usha,N.Nagadeepa
Published in International Journal of Advanced Research in Computer Science Engineering and Information Technology
ISSN: 2321-3337 Impact Factor:1.521 Volume:4 Issue:1 Year: 11 December,2014 Pages:375-384
Abstract
we use Search Engines to search for information across the Internet. Internet being an ever-expanding ocean of data, their importance grew with every passing day. The diversity of the information itself made it necessary to have a tool to cut down on the time spent in searching. It is very difficult for a user to find the high quality information which he wants to need. When we search any information on the web, the number of URL’s has been opened. User wants to show the relevant on the top of the list. So that Page Ranking algorithm is needed which provide the higher ranking to the important pages. In this paper, we discuss the Page Ranking algorithm to provide the higher ranking to important pages.
Kewords
Web Mining, Web Usage Mining, Web Structure Mining, Web Control Mining, HITS algorithm, Page Rank.
Reference
[1] Analysis of Data Mining Techniques for increasing search speed in web, “B.Chaitanya Krishna, C.Niveditha, G.Anusha, U.Sindhu, Sk Silar.”, International Journal of Modern Engineering Research (IJMER), Vol.2, Issue.1, Jan-Feb 2012 pp-375-383. [2] Page Ranking Algorithms for Web Mining, “Rekha Jain, Dr. G. N. Purohit”, International Journal of Computer Applications (0975 – 8887), Volume 13– No.5, January 2011. [3] Web Mining Research: A Survey, “Raymond Kosala and Hendrik Blockeel”, ACM SIGKDD Explorations, Volume2, Issue-1, 2000. [4] Web Mining: Methodologies, Algorithms and Applications, “Bussa V.R.R.Nagarjuna, Akula Ratna babu, Miriyala Markandeyulu, A.S.K.Ratnam”, International Journal of Soft Computing and Engineering (IJSCE), ISSN: 2231-2307, Volume-2, Issue-3, July 2012. [5] Parveen Rani and Er. Sukhpreet Singh, “An Offline SEO (Search Engine Optimization) Based Algorithm to Calculate Web Page Rank According to Different Parameters”, International Journal Of Computers & Technology Vol 9, No 1, July 15 ,2013. [6] Web Structure Mining Exploring Hyperlinks and Algorithms for Information Retrieval, “P Ravi Kumar and Singh Ashutosh kumar”, American Journal of applied sciences, 7 (6) 840-845 2010. [7] D. Achlioptas, A. Fiat, A.R. Karlin and F.McSherry, “Web search via hub synthesis”, Proc. Symp. on Foundations of Computer Science, 2001. [8] N. V. Pardakhe1 and Prof. R. R. Keole “Analysis of Various Web Page Ranking Algorithms in Web Structure Mining”, International Journal of Advanced Research in Computer and Communication Engineering Vol.2, Issue 12, December 2013. [9] Laxmi Choudhary and Bhawani Shankar Burdak, “Role of Ranking Algorithms for Information Retrieval”. [10] Deepti Kapila and Prof. Charanjit Singh, “Survey on Page Ranking Algorithms for Digital Libraries”, International Journal of Advanced Research in Computer Science and Software Engineering Volume 4, Issue 6, June 2014
