FRAMEWORK OF TEXT MINING
Text mining structure comprises of two modules: A. Text refining Text refining converts unstructured text documents into an intermediate form. B. Knowledge distillation In this process, Knowledge is gathered from intermediate form, which is obtained by text refining. The route by which the text mining works is that it transforms unstructured documents into Intermediate form (IF). The IF can be framed by two methods. They are: • Document based IF • Concept based IF
Once information is converted into IF, knowledge distillation practice is executed that helps in transforming document based IF into clustered, categorized and virtualized information as well as concept based IF into predictive modelling, associate discovery or virtualized information IV.