Text mining is used to extract the relevant information or
knowledge or patterns from different sources, that are
unstructured form. Text is unstructured form so it is difficult
to find text mining is used. The general framework of text
mining consists of two different components, text refining that
transforms free-form text documents into an intermediate
form and knowledge distillation that deduces patterns or
knowledge from intermediate form. Intermediate form (IF)
can be semi structured such as the conceptual graph
representation or structured such as the relational data
representation. IF can be document based, here each entity
represents the document or concept based, here each entity
represents an object or concepts of interests in specific
domain. Steps for mining the text are,