{"title":"Comparative Analysis of Different Page Ranking Algorithms","authors":"S. Prabha, K. Duraiswamy, J. Indhumathi","volume":92,"journal":"International Journal of Computer and Information Engineering","pagesStart":1546,"pagesEnd":1555,"ISSN":"1307-6892","URL":"https:\/\/publications.waset.org\/pdf\/10000128","abstract":"
Search engine plays an important role in internet, to
\r\nretrieve the relevant documents among the huge number of web
\r\npages. However, it retrieves more number of documents, which are
\r\nall relevant to your search topics. To retrieve the most meaningful
\r\ndocuments related to search topics, ranking algorithm is used in
\r\ninformation retrieval technique. One of the issues in data miming is
\r\nranking the retrieved document. In information retrieval the ranking
\r\nis one of the practical problems. This paper includes various Page
\r\nRanking algorithms, page segmentation algorithms and compares
\r\nthose algorithms used for Information Retrieval. Diverse Page Rank
\r\nbased algorithms like Page Rank (PR), Weighted Page Rank (WPR),
\r\nWeight Page Content Rank (WPCR), Hyperlink Induced Topic
\r\nSelection (HITS), Distance Rank, Eigen Rumor, Distance Rank Time
\r\nRank, Tag Rank, Relational Based Page Rank and Query Dependent
\r\nRanking algorithms are discussed and compared.<\/p>\r\n","references":"[1] Cooley, R, Mobasher, B., Srivastava, J.\"Web Mining: Information and\r\npattern discovery on the World Wide Web\u201d. In proceedings of the 9th\r\nIEEE International Conference on tools with Artificial Intelligence\r\n(ICTAI\u2019 97).Newposrt Beach,CA 1997.\r\n[2] Serge Abiteboul and Victor Vianu, Queries and Computation on the\r\nWeb. Proceedings of the International Conference on Database Theory.\r\nDelphi, Greece 1997.\r\n[3] S. Chakrabarti, B. Dom, D. Gibson, J. Kleinberg, R. Kumar,\r\nP.Raghavan, S. Rajagopalan, A. Tomkins, \u201cMining the Link Structure of\r\nthe World Wide Web\u201d, IEEE Computer Society Press, Vol 32, Issue 8\r\npp. 60 \u2013 67, 1999.\r\n[4] L. Page, S. Brin, R. Motwani, and T. Winograd, \u201cThe Pagerank Citation\r\nRanking: Bringing order to the Web\u201d. Technical Report, Stanford\r\nDigital Libraries SIDL-WP 1999-0120,1999.\r\n[5] S. Chakrabarti, B. E. Dom, S. R. 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