Enhancement in Weighted PageRank Algorithm Using VOL
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 14, Issue 5
Abstract
There are billions of web pages available on the World Wide Web (WWW). So there are lots of search results corresponding to a user’s query out of which only some are relevant. The relevancy of a web page is calculated by search engines using page ranking algorithms. Most of the page ranking algorithm use web structure mining and web content mining to calculate the relevancy of a web page. In this paper, the standard Weighted PageRank algorithm is being modified by incorporating Visits of Links(VOL).The proposed method takes into account the importance of both the number of visits of inlinks and outlinks of the pages and distributes rank scores based on the popularity of the pages. So, the resultant pages are displayed on the basis of user browsing behavior
Authors and Affiliations
Sonal Tuteja
Keywords
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