标题:Research on competitiveness assessment model for the small and medium-sized service enterprises
作者:Sang, Jinyan ;Zhang, Yinghua ;Qi, Zhenfa
通讯作者:Sang, J
作者机构:[Sang, Jinyan ;Qi, Zhenfa ] School of Management, Shandong University of Technology, Zibo 255049, China;[Zhang, Yinghua ] Tianjin University of Financ 更多
会议名称:Chinese Control and Decision Conference 2008, CCDC 2008
会议日期:July 2, 2008 - July 4, 2008
来源:Chinese Control and Decision Conference, 2008, CCDC 2008
出版年:2008
页码:1521-1525
DOI:10.1109/CCDC.2008.4597572
摘要:This paper proposes an index system of comprehensive competitiveness assessment for the Small and Medium-sized Service Enterprises (SMSEs) in order to assess their competitiveness rationally and make the competitive strategy accordingly. An assessment model of SMSEs competitiveness based on BP Neural Network is built on the basis of weighting indices by Analytic Hierarchy Process (AHP) method and calculating SMSEs competitiveness comprehensive index which breaks through the limitation of conventional assessment methods, and also inducts the sensibility analysis to discriminate the importance of each index in the assessment index system. The effectiveness of our methodology was verified with an empirical study by using the data of 135 listed SMSEs which are from annual report in financial database of Wind consultation. The results indicates that the Artificial Neural Network model can accurately realize the non-linear reflection from input index to output index, and it can avoid the random and subjectivity when determining the indices weight. Consequently, the assessment model of SMSEs competitiveness based on the Artificial Neural Network plays an important role in forecasting the competitiveness comprehensive index, discriminating the importance of each assessment index and discovering the competitive advantages and disadvantages, which is useful to provide a scientific basis for drafting the relevant competitive strategy and improving the competitiveness for the SMSEs. ©2008 IEEE.
收录类别:EI
资源类型:会议论文
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