Abstract
Plagiarism of digital documents that happened frequently should be prevented and reduced. In order to measure the degree of document's similarity, Ferret Algorithm is used on MapReduce and Hadoop framework. This application program is tested using ten pair documents in English and ten pair documents in Indonesian to get the degree of document's similarity between document's pairs. In this experiment, it was also tested the accuracy of the system by using several kind of n- grams, that is 1-gram, 2-gram, 3-gram, 4-gram, 5-gram, and 6-gram. In addition, this experiment is conducted on stand-alone computers and Hadoop multi-node cluster system. In order to compare the time taken of the system, it is used nine pairs of documents with various size of documents.
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