Variable precision rough set weight calculation based on web text classification

Authors:
Wang Chang-long;Qi Yan-ming
Affiliations:
School of Civil Engineering, Hebei University of Engineering, Handan, Hebei Province, China;School of Arts, Hebei University of Engineering, Handan, Hebei Province, China
Venue:
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Year:
2009

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Cited 1

Variable precision rough set model

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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.