Title :
Research on the Approach of Rules Extraction Based on Concept Granule
Author :
Xu, Jiucheng ; Cheng, Wanli ; Li, Xiaoyan
Author_Institution :
Coll. of Comput. & Inf. Technol., Henan Normal Univ., Xinxiang, China
Abstract :
By introducing the concept of concept granule, this paper firstly presents the method of describing and measuring rules in concept granule form and tries extracting complete concept granule by using the change of concept´s intension and extension. Secondly, this paper point out that different complete concept granule stand for different concept level and generate rules by searching concept level in decision system according to customer´s expect.
Keywords :
decision making; knowledge acquisition; rough set theory; concept extension; concept granule; concept intension; decision system; measuring rules extraction; Data mining; Decision making; Decision trees; Educational institutions; Information systems; Information technology; Set theory;
Conference_Titel :
Intelligent Systems and Applications (ISA), 2010 2nd International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5872-1
Electronic_ISBN :
978-1-4244-5874-5
DOI :
10.1109/IWISA.2010.5473240