Efficient Text Mining Prototype for Big Data

Mining is the technique to retrieve the required dataset from the big dataset using the new pattern or existing algorithm. The mining process is the challenging area of knowledge data discovery system. In that, the text mining is plays a vital role. Currently it included many processes such as information extraction, topic tracking, summarisation, categorisation, clustering, concept linkage and information visualisation for the text mining process and which has produced the unfurnished dataset. The objective of this paper describes how the new prototype model reduced the sub-process in the text mining. The model completed the sub-process internally. The new prototype model generating the dynamic pattern to complete the sub-process and it gives the required furnished dataset.