Title :
Two-dimensional performance evaluation model for SMEs based on dominance rough set theory
Author :
Ye Chen ; Yong Liao ; Haiyan Xu ; Song Ding
Author_Institution :
Coll. of Econ. & Manage., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
Abstract :
Potential development ability plays equally important role as status quo analysis for the evaluation of small and medium-sized enterprises (SMEs). Based on the two dimension analysis including status quo and potential development ability analysis, a performance evaluation model is established and verified by a case study containing 171 small and medium enterprises´ evaluation. Dominance rough set theory is incorporated into the performance evaluation model to provide the decision rules generation in linguistic format. In addition, the relationship between quality of rough set classification algorithm and the size of training samples is discussed.
Keywords :
business data processing; computational linguistics; learning (artificial intelligence); rough set theory; small-to-medium enterprises; SME; decision rule generation; dominance rough set theory; linguistic format; performance evaluation model; potential development ability analysis; rough set classification algorithm; small and medium-sized enterprises; status quo analysis; training samples; two-dimensional performance evaluation model; Government; Performance evaluation; Profitability; Set theory; Sorting; Training; Dominance rough set theory; Performance Evaluation; Two-dimensional model;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974339
