[1]JU Junmei,ZHAO Jun.Research of the decision framework of an enterprise based on organizational learning[J].CAAI Transactions on Intelligent Systems,2014,9(6):698-703.[doi:10.3969/j.issn.1673-4785.201309042]
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CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
9
Number of periods:
2014 6
Page number:
698-703
Column:
学术论文—机器学习
Public date:
2014-12-25
- Title:
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Research of the decision framework of an enterprise based on organizational learning
- Author(s):
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JU Junmei1; ZHAO Jun2
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1. College of Mathematics and Computer Science, Ningxia University, Yinchuan 750021, China;
2. College of Economics and Management, Ningxia University, Yinchuan 750021, China
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- Keywords:
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organizational learning; Norm; learning classifier system; decision
- CLC:
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TP18
- DOI:
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10.3969/j.issn.1673-4785.201309042
- Abstract:
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In view of rigidity of the system structure and poor enterprise model fitness in the current information system, an enterprise decision framework based on the organizational learning is proposed. The issues deeply expounds the related concepts of Norm, and details the content and working process of the framework, and the management system of enterprise Norm, organizational semiotics analysis, the design of Norm library and improved production rules from the perspective of Norm. The framework uses enterprise Norm as a link in decision-making, in combination with classifier system of machine learning based on genetic algorithm to encode, classify, fuse, study and validate the enterprise Norm. Finally, the framework is designed and applied by combination with a purchase link in a manufacturing enterprise.