Ranking documents using similarity-based PageRanks

In this investigation we propose a new ranking algorithm for documents based on popularity. Considering similarity as virtual links, we introduce structural aspects among documents. Then, by means of authoritative importance or popularity, we obtain ranking scheme based on PageRank algorithm. We discuss experimental results to examine the effectiveness and some applications.