Title :
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
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;
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
DOI :
10.1109/CMC.2010.253
