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In this paper I will be reviewing and evaluating the work of Zhiyuan Chen and Bing Liu of the University of Chicago, entitled Mining _Mining  Topics in Documents: Standing on the Shoulders of Big Data, Data_,  presented at the 2014 Conference of Knowledge Discovery and Data Mining.