International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
A new PageRank has been proposed to rank the results of a search system based on a user's topic or query. This paper introduces a concept towards this direction; search based on ranking of some set of categories that comprise a user search profile. New algorithms are presented that utilize web page categories to search results. Web structure mining plays an effective role in this approach. Some page ranking algorithms PageRank, Weighted PageRank are commonly used for web structure mining. The original PageRank algorithm search-query results independent of any particular search query.