DocumentCode :
2072669
Title :
Variable Precision Rough Set Weight Calculation Based on Web Text Classification
Author :
Wang Chang-long ; Qi Yan-ming
Author_Institution :
Sch. of Civil Eng., Hebei Univ. of Eng., Handan, China
fYear :
2009
fDate :
24-26 Sept. 2009
Firstpage :
1
Lastpage :
4
Abstract :
Rough set is a popular theoretical method recently, it could process expression, study and induction of uncertainty or incomplete knowledge and data. According to rough set theory and variable precision rough set model to analyze disadvantages of widely used inverse texts frequency weighting method, and proposed to use variable precision rough set model to establish weight type of feature word weight and a new weight calculation method of double weighting. Experimental conclusions show that the calculation method is valuable in use.
Keywords :
Internet; rough set theory; text analysis; Web text classification; inverse texts frequency weighting method; variable precision rough set weight calculation; Art; Civil engineering; Data analysis; Data engineering; Frequency; Information systems; Knowledge engineering; Set theory; Text categorization; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3692-7
Electronic_ISBN :
978-1-4244-3693-4
Type :
conf
DOI :
10.1109/WICOM.2009.5301025
Filename :
5301025
Link To Document :
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