DocumentCode
3030635
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
fYear
2011
fDate
26-28 July 2011
Firstpage
863
Lastpage
865
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-61284-771-9
Type
conf
DOI
10.1109/ICMT.2011.6002099
Filename
6002099
Link To Document