Modified Pagerank Algorithm

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The execution of PageRank is done on Hadoop. While preparing the adjacency matrix of the links graph, the following optimizations are done so that the PageRank evaluation brings our more precise and useful results. - The stale links are discarded - The loops are eliminated from the graph The PageRank is then applied to the adjacency matrix. For each link, the initial page rank is considered as 1. Let's say, if a link has N outgoing links, to each outgoing link, the contribution C would be ( PR / N). The same will be done for each link. This process is repeatedly done several times. After the PageRank is populated for each link, the data is transferred from the reducer.

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