DocumentCode
3521344
Title
Evaluation on Enterprises Technological Innovation Ability: An Integration Synthesis Model Based on Back Propagation Artificial Neural Network
Author
Dong-sheng, SUN ; Feng-xia, Wang
Author_Institution
Sch. of Bus. Manage., Harbin Univ. of Commerce
fYear
2006
fDate
5-7 Oct. 2006
Firstpage
1961
Lastpage
1964
Abstract
Technological innovation is the power engine for business and enterprise development. Objective and scientific assessments on enterprises´ technological innovation abilities have their impact on business operation strategies and their operation system establishment. This assessment involves the formation of assessment indexes and a selection of scientific evaluation methods. For better overall and objective assessment concerning technological innovation capabilities, this paper brings qualitative indexes, such as business culture and decision makers, into the assessment system so that an artificial neural network comprehensive assessment model is established, reflecting complicated non-linear relations among various internal indexes inside business enterprises
Keywords
backpropagation; business data processing; innovation management; neural nets; back propagation artificial neural network; business operation strategy; decision making; enterprise development; operation system establishment; scientific evaluation method; technological innovation ability; Artificial neural networks; Business; Energy management; Innovation management; Network synthesis; Neural networks; Power system management; Sun; Technological innovation; Technology management; BP neural network; Integrated assessment; Technological innovation ability;
fLanguage
English
Publisher
ieee
Conference_Titel
Management Science and Engineering, 2006. ICMSE '06. 2006 International Conference on
Conference_Location
Lille
Print_ISBN
7-5603-2355-3
Type
conf
DOI
10.1109/ICMSE.2006.314113
Filename
4105217
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