Research on innovation capabilities evaluation for Chinese enterprise based on Bayesian network

Author

Jianhong, He ; Hua, Luo

Author_Institution

Econ. & Manage. Sch., Chongqing Univ. of Post & Telecommun., Chongqing, China

Volume

3

fYear

2010

fDate

26-28 Feb. 2010

Firstpage

296

Lastpage

299

Abstract

The scientifical evaluation for enterprise innovation capabilities is very important. In the paper, Bayesian network is presented to the innovation capabilities evaluation indexes for Chinese enterprise. The innovation capabilities evaluation indexes for Chinese enterprise are given firstly, then the innovation capabilities evaluation model for Chinese enterprise based on Bayesian network is established. Finally, the case is applied to testify the evaluation ability of Bayesian network. The evaluation result is consistent to the experts. It is indicated that the innovation capabilities evaluation model for Chinese enterprise by Bayesian network is feasible.

Keywords

belief networks; innovation management; performance index; Bayesian network; Chinese enterprise; innovation capabilities evaluation index; Bayesian methods; Helium; Innovation management; Intelligent networks; Probability; Research and development; Standardization; Technological innovation; Telecommunication network management; Testing; Bayesian network; Chinese enterprise; evaluation; innovation capabilities;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on

Conference_Location

Singapore

Print_ISBN

978-1-4244-5585-0

Electronic_ISBN

978-1-4244-5586-7

Type

conf

DOI

10.1109/ICCAE.2010.5451843

Filename

5451843