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 :
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