Text Mining and Visualization Techniques - A Survey
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Date
2015
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Abstract
Data mining is the process of extracting hidden patterns from structured data. Text mining is an ongoing trend
and has a wide range of applications where a huge volume of data is considered. The growing amount of data has lead to
the concept of Big data. Data management is important in all fields for understanding the past, experimenting the present
and for predicting the future. Text is the major component of all data and is generated everywhere and Knowledge
Discovery is an interesting phenomenon. Text mining has a variety of applications and the techniques applied also vary with
respect to them. Text mining algorithms play a vital role in providing a structured framework. Recent text visualization tools
and techniques are to be reviewed in this paper. This paper analyses various state of the art algorithm tools and techniques
for text mining and text visualization along with the commonly used dataset and their applications in various fields.