Enhancement of the Web Search Engine Results using Page Ranking Algorithm
Nilima V. Pardakhe , Prof. R. R. Keole
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. Search engines generally return a large number of pages in response to user queries. To assist the users to navigate in the result list, ranking methods are applied on the search results. Most of the ranking algorithms proposed in the literature are either link or content oriented, which do not consider user usage trends. In this paper, a page ranking mechanism called Page Ranking based on Visits of Links is being devised for search engines, which works on the basic ranking algorithm of Google i.e. PageRank and takes number of visits of inbound links of Web pages into account. This concept is very useful to display most valuable pages on the top of the result list on the basis of user browsing behavior, which reduces the search space to a large scale.
Information Retrieval, PageRank, Search Engine, Web Mining, World Wide Web.
 Ashish Jain, Rajeev Sharma, Gireesh Dixit, Varsha Tomar ,” Page Ranking Algorithms in Web Mining, Limitations of Existing methods and a New Method for Indexing Web Pages”, 2013 IEEE International Conference on Communication Systems and Network Technologies.
 Seifedine Kadry , Ali Kalakech ,” On the Improvement of Weighted Page Content Rank”, Journal of Advances in Computer Networks, Vol. 1, No. 2, June 2013.
 Rashmi Rani, Vinod Jain ,” Weighted PageRank using the Rank Improvement” International Journal of Scientific and Research Publications, Volume 3, Issue 7, July 2013.
 Preeti Chopra, Md. Ataullah ,”A Survey on Improving the Efficiency of Different Web Structure Mining Algorithms”,
 B.Aysha Banu, Dr.M.Chitra.,” A Novel Ensemble Vision Based Deep Web Data Extraction Technique for WebMining Applications”, 2012 IEEE Intemational Conference on Advanced Communication Control and Computing Technologies (ICACCCT).
 P.Sudhakar, G.Poonkuzhali, R.Kishore Kumar,” Content Based Ranking for Search Engines”,Proceedings of the International MultiConference of Engineers and Computer Scientists 2012 Vol I, Hong Kong.
 Dilip Kumar Sharma, A. K. Sharma, “A Comparative Analysis of Web Page Ranking Algorithms”, (IJCSE) International Journal on Computer Science and Engineering, Vol. 02, No. 08, 2010, 2670-2676.
 Mohamed-K HUSSEIN, Mohamed-H MOUSA ,” An Effective Web Mining Algorithm using Link Analysis”, (IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 1 (3) , 2010, 190-197.
 Shesh Narayan Mishra, Alka Jaiswal, Asha Ambhaikar ,” Web Mining Using Topic Sensitive Weighted PageRank”, International Journal of Scientific & Engineering Research Volume 3, Issue 2, February-2012 , ISSN 2229-5518.
 Faustina Johnson , Santosh Kumar Gupta,” Web Content Mining Techniques: A Survey”, International Journal of Computer Applications (0975 – 888) Volume 47– No.11, June 2012.
 Shesh Narayan Mishra ,Alka Jaiswal,Asha Ambhaikar ,” An Effective Algorithm for Web Mining Based on Topic Sensitive Link Analysis ”, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 2, Issue 4, April 2012 ISSN: 2277 128X.
 V. Lakshmi Praba , T. Vasantha,” EVALUATION OF WEB SEARCHING METHOD USING A NOVEL WPRR ALGORITHM FOR TWO DIFFERENT CASE STUDIES “Ictact Journal on Soft Computing, April 2012, Volume: 02, Issue: 03.
 Miguel Gomes da Costa, Júnior Zhiguo Gong,” Web Structure Mining: An Introduction”, Proceedings of the 2005 IEEE International Conference on Information Acquisition June 27 - July 3, 2005, Hong Kong and Macau, China.
 Neelam Tyagi, Simple Sharma,” Comparative study of various Page Ranking Algorithms in Web Structure Mining (WSM)” International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-1, Issue-1, June 2012.
 Ms.N.Preethi , Dr.T.Devi,” New Integrated Case And Relation Based (CARE) Page Rank Algorithm” 2013 International Conference on Computer Communication and Informatics (ICCCI -2013), Jan. 04 – 06, 2013, Coimbatore, INDIA
[Nilima V. Pardakhe , Prof. R. R. Keole (2014) Enhancement of the Web Search Engine Results using Page Ranking Algorithm IJIRCST Vol-2 Issue-2 Page No-68-72] (ISSN 2347 - 5552). www.ijircst.org