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Semantic based text mining is essential in high dimensional data processing in today's environment. In educational sector Question Answer (QA) evaluation has done using semantic as well as semantic analysis in many approaches. Numerous existing mechanisms have implemented using different machine learning algorithms. Semantic and semantic both works for evaluate the text data, but semantic approach should done same work with low time complexity. In this work system carried out automated textdoi:10.35940/ijrte.i8725.078219 fatcat:nz5yp3qmqvhhjffdb2hpu7rzl4