Ruchika Mavis Daniel, Arun Kumar Shukla
Abstract: Knowledge discovery is a process of discovering useful knowledge from a collection of data. This widely used data mining technique is a process that includes data preparation and selection; data cleansing; incorporating prior knowledge on data sets and interpreting accurate solutions from the observed results. Text mining is a sub domain of knowledge discovery from the text data. The presented study provides a broad way of understanding the text mining and their applications in different domain of real time applications. The text mining includes the process of text classification and text clustering. On the other hand; the cluster analysis is performed on the un-labelled and unstructured data. In this paper; I have presented a study of various research papers that explore the area of Text Clustering approaches in various genres.
Keywords: Text Mining, Clustering approach, Domain, Data Mining, Text Summarization