Text Mining Framework, Methods and Techniques

Abstract

Nowadays growth of digital data is increasing rapidly. Textual documents created and distributed on the Internet are changing in various forms. All these data or documents are not efficiently useful. We have to analyze large amounts of data in an effort to find correlations, patterns, and insights that is nothing but Data mining. To discover relationship between two or more variables in data we require Data Mining. Data mining have attracted huge attention with coming up need for turning such data into knowledge and useful information. Text mining is an important data mining technique. Text mining is one of the recent area for research, is defined as the process of extracting data from large amount of texts. It allows structuring and categorizing the textual contents which are initially unstructured. Text mining includes the most successful technique to extract the effective patterns. In this paper we will discuss framework of text mining, techniques and methods to give effectiveness over information extraction in text mining.