PageRank-ProAn Improved Page Rank Algorithm
Feng He · 2003
PageRank is a web page ranking algorithm proposed by Google, a well known search engine. The algorithm is an iterative process that determines web page ranking based on page link structure, or cocitation. PageRank is a successful, but not a perfect algorithm. For instance, a heavily linked web page mightn't be so important if it has few visitors. We first integrated page click information with PageRank calculation, and then employed Seidel's method to speed up the convergence of the iteration process. Experimental results show that about 23% performance improvement is achieved with our improved algorithm.