DocumentCode
2054213
Title
Firm Evaluation Model Based on Methods of Rough Set and Evidence Reasoning
Author
Huang, Jianmin ; Liu, Lieli
Author_Institution
Sch. of Econ. & Manage., Beihang Univ., Beijing, China
Volume
2
fYear
2010
fDate
14-15 Aug. 2010
Firstpage
47
Lastpage
50
Abstract
This paper combines rough set method and evidential reasoning method, using evidential reasoning approach as a comprehensive settlement on the one-sided defect of rough set data mining method and using rough set method as a comprehensive settlement on the subjective defect of evidential reasoning method. Thus we construct a scientific and rational firm evaluation model. Firstly, model uses the attribute dependency calculating method of rough set to decompose decision-making table formed by the evaluation indicators; Secondly, extract evidence body from the relationship between the rough set theory and evidence reasoning theory; Finally, we use the DS evidence combining method to combine the evidences coming from each decision-making table.
Keywords
data mining; decision making; inference mechanisms; rough set theory; DS evidence; attribute dependency calculating method; decision-making table; evidential reasoning method; firm evaluation model; rough set data mining method; rough set method; Approximation methods; Biological system modeling; Bismuth; Cognition; Decision making; Rough sets; evaluation; evidence reasoning; rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Engineering (ICIE), 2010 WASE International Conference on
Conference_Location
Beidaihe, Hebei
Print_ISBN
978-1-4244-7506-3
Electronic_ISBN
978-1-4244-7507-0
Type
conf
DOI
10.1109/ICIE.2010.107
Filename
5571229
Link To Document