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A Survey Paper on Hyperlink?Induced Topic Search (HITS) Algorithms for Web Mining


A Survey Paper on Hyperlink?Induced Topic Search (HITS) Algorithms for Web Mining
Authors : Mr.Ramesh Prajapati
Publication Date: 29-04-2012

Authors

Author(s):  Mr.Ramesh Prajapati

Published in:   International Journal of Engineering Research & Technology

License:  This work is licensed under a Creative Commons Attribution 4.0 International License.

Website: www.ijert.org

Volume/Issue:   Vol.1 - Issue 2 (April- 2012)

e-ISSN:   2278-0181

Abstract

In this Paper Hyperlink-Induced Topic Search (HITS) is a link algorithm for web mining which helps in rating Web pages also known as Hubs and authorities fast and efficient HITS are query dependent and calculated at the time of the search. HITS mechanism for web crawling and retrieval remains as a challenging issue. This paper deals with Survey and comparison of web page ranking algorithms based on various parameter to find out their advantages and limitations for the ranking of the web pages using Web mining. Web mining technique is used to categorize users and pages by analyzing users behavior, the content of pages and order of URLs accessed. In this paper we discuss and compare the different used algorithms i.e.Page Rank and HITS.

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