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International Journal of Advanced Research in Computer and Communication Engineering
International Journal of Advanced Research in Computer and Communication Engineering A monthly Peer-reviewed & Refereed journal
ISSN Online 2278-1021ISSN Print 2319-5940Since 2012
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Comparative Study of HITS and PageRank Link based Ranking Algorithms

POOJA DEVI, ASHLESHA GUPTA, ASHUTOSH DIXIT M.Tech Student, CE Department, YMCA University of Science and Technology, Faridabad, India Assistant Professor, CE Department, YMCA University of Science and Technology, Faridabad, India Assistant Professor, CE Department YMCA University of Science and Technology, Faridabad, India

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Abstract: World Wide Web is a huge repository of information resources that include text, audio, video etc. As the amount of information available on web is increasing it is difficult to acquire information on web. Therefore users today mainly depend upon various search engines for finding suitable answers for their queries. Search engines may return millions of pages in response to a query. It is not possible for a user to preview all the returned resultset. So search engine make use of ranking algorithm to display the resultant pages in a ranked order using different page ranking algorithms. In this paper, we compare two popular Link based ranking algorithms namely: HITS algorithm and PageRank algorithm. Relative strengths and limitations of these two algorithms are explored to find out further scope of research.

Keywords: Search Engine, PageRank, HITS, Hub, Authority, Link Based Search.

How to Cite:

[1] POOJA DEVI, ASHLESHA GUPTA, ASHUTOSH DIXIT M.Tech Student, CE Department, YMCA University of Science and Technology, Faridabad, India Assistant Professor, CE Department, YMCA University of Science and Technology, Faridabad, India Assistant Professor, CE Department YMCA University of Science and Technology, Faridabad, India, β€œComparative Study of HITS and PageRank Link based Ranking Algorithms,” International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE)

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