Title :
The method of processing the uncertainty knowledge on incomplete domain
Author :
Wang, Quanrui ; Guo, Xiaojuan ; Li, Ning ; Wang, Jianping
Author_Institution :
Sch. of Inf. Eng., Henan Inst. of Sci. & Technol., Xinxiang, China
Abstract :
There are many reasons to cause the uncertainty of knowledge. The method of rough sets can be used to process the uncertainty knowledge caused by rough approximation´s boundary on the given domain. For some tremendous domains such as n-dimensional space, people may not fully understand and master of all information but only know some of information about it. It is difficult to get the knowledge of incomplete domain with using the limited information. With the concepts of rough membership function and rough inclusion, a method was proposed to process the uncertainty knowledge that it can be get some part knowledge of unknown sets with knowledge of known sets on the incomplete domain.
Keywords :
knowledge based systems; rough set theory; uncertainty handling; incomplete domain; rough approximation boundary; rough sets; uncertainty knowledge; Approximation methods; Cognition; Finite element methods; Information systems; Rough sets; Uncertainty; rough inclusion; rough membership function; rough observable set; rough set;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002099