A Fuzzy Approach to Clustering of Text Documents Based on MapReduce

This paper discusses text clustering based on a parallel computing platform called Hadoop. According to the concept of fuzzy set, this paper presents a fuzzy clustering approach for document categorization. Furthermore, a parallel text clustered framework based on MapReduce was designed according to the proposed text clustering procedure.