Text Mining and the Future Exploration

Author

Lijun, Cao ; Yong, Cui ; Yanping, Yang ; Xiyin, Liu

Author_Institution

Hebei Normal Univ. of Sci. & Technol., Qinhuangdao, China

Volume

1

fYear

2010

fDate

12-14 April 2010

Firstpage

237

Lastpage

241

Abstract

On the basis of analyzing the basic concepts and the process of text excavation, the present study proposes some new methods in extraction of text features, deflation of characteristic collection, extraction of study and knowledge pattern, and appraisal of model quality. Meanwhile, it makes a comparison of two types of text categorization, text classifications and text cluster, and it briefly explores the basic issues to be solved in the future development of the text excavation technology.

Keywords

data mining; feature extraction; text analysis; characteristic collection; knowledge pattern extraction; model quality; text categorization; text classifications; text cluster; text excavation technology; text feature extraction; text mining; Computer aided instruction; Concurrent computing; Databases; Labeling; Natural languages; Space technology; Speech; Tagging; Text categorization; Text mining; Text Features; Text classification; Text cluster; Text excavation; characteristic collection deflation;

fLanguage

English

Publisher

ieee

Conference_Titel

Communications and Mobile Computing (CMC), 2010 International Conference on

Conference_Location

Shenzhen

Print_ISBN

978-1-4244-6327-5

Electronic_ISBN

978-1-4244-6328-2

Type

conf

DOI

10.1109/CMC.2010.253

Filename

5471478