Fuzzy Cognitive Research on Factors Influencing Technological Innovation - From Path Dependence Perspective

Jing Hu; Yong Zhang; Yilin Wang

首页> 外文期刊>Journal of Advanced Computatioanl Intelligence and Intelligent Informatics >Fuzzy Cognitive Research on Factors Influencing Technological Innovation - From Path Dependence Perspective

【24h】

Fuzzy Cognitive Research on Factors Influencing Technological Innovation - From Path Dependence Perspective

机译：技术创新影响因素的模糊认知研究-路径依赖视角

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

This paper aims to establish a framework for evaluating technological innovation and to emphasize the important influence of path dependence on technological innovation. The fuzzy cognitive map (FCM) method is used to identify causal relationships among factors that influence technological innovation, and a FCM structural diagram for evaluating enterprise technological innovation is described. Meanwhile, a fuzzy feedback system for the evaluation of technological innovation, integrated with a nonlinear Hebbian learning algorithm, is established; dependence on expert opinions may be avoided through learning and practice using the cognitive map. Finally, using a computer software platform, a dynamic simulation of any complex index system can be realized. From this simulation, stable conditions can provide path references by which an enterprise engaging in technological innovation can improve the integrative efficiency and the overall effect of any realistic technological innovation activity.

机译：本文旨在建立一个评估技术创新的框架，并强调路径依赖对技术创新的重要影响。用模糊认知图（FCM）方法识别影响技术创新的因素之间的因果关系，并描述了用于评估企业技术创新的FCM结构图。同时建立了与非线性Hebbian学习算法集成的技术创新评价模糊反馈系统。通过使用认知地图进行学习和实践，可以避免依赖专家意见。最后，使用计算机软件平台，可以实现任何复杂索引系统的动态仿真。通过这种模拟，稳定的条件可以为从事技术创新的企业提供路径参考，从而可以提高任何现实的技术创新活动的集成效率和整体效果。

著录项

来源
《Journal of Advanced Computatioanl Intelligence and Intelligent Informatics》 |2016年第117期|共11页
作者
Jing Hu; Yong Zhang; Yilin Wang;
展开▼
作者单位

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类其他计算机;
关键词
Technological innovation; Path dependence; Influencing factors; Fuzzy cognitive map (FCM);

机译：技术创新;路径依赖;影响因素;模糊认知图（FCM）;

相似文献

外文文献
中文文献
专利

1. Fuzzy Cognitive Research on Factors Influencing Technological Innovation - From Path Dependence Perspective [J] . Jing Hu, Yong Zhang, Yilin Wang Journal of Advanced Computatioanl Intelligence and Intelligent Informatics . 2016,第4a117期

机译：技术创新影响因素的模糊认知研究-路径依赖视角
2. Path Dependence and Path Creation: Alternative Theoretical and Methodological Perspectives on Strategy, Innovation and Entrepreneurship [J] . Journal of management studies . 2010,第4期

机译：路径依赖与路径创造：战略，创新与企业家精神的替代理论与方法论视角
3. Innovation performance and influencing factors of low-carbon technological innovation under the global value chain: A case of Chinese manufacturing industry [J] . Bi Kexin, Huang Ping, Wang Xiangxiang Technological forecasting and social change . 2016,第octa期

机译：全球价值链下低碳技术创新的创新绩效及其影响因素：以中国制造业为例
4. Fuzzy cognitive research on influencing factors of technology innovation: In view of path dependence [C] . Jing Hu, Yong Zhang, Yilin Wang Portland International Center for Management of Engineering and Technology . 2015

机译：基于路径依赖的技术创新影响因素的模糊认知研究
5. Role of environmental, organizational and technological factors in information technology implementation in advanced manufacturing: An innovation adoption-diffusion perspective. [D] . Ramamurthy, Keshavamurthy. 1990

机译：环境，组织和技术因素在先进制造业信息技术实施中的作用：创新采用与扩散的观点。
6. Synergy effects and it’s influencing factors of China’s high technological innovation and regional economy [O] . Liang Longwu, Wang Zhen Bo, Luo Dong, 2020

机译：协同效应与中国高科技创新与区域经济影响因素
7. Competing Recombinant Technologies for Environmental Innovation: Extending Arthur’s Model of Lock-in Abstract: This article presents a model of sequential decisions about investments in environmentally dirty and clean technologies, which extends the path-dependence framework of Arthur (1989). This allows us to evaluate if and how an economy locked into a dirty technology can be unlocked and move towards the clean technology. The main extension involves the inclusion of the effect of recombinant innovation of the two technologies. A mechanism of endogenous competition is described involving a positive externality of increasing returns to investment which are counterbalanced by recombinant innovation. We determine conditions under which lock-in can be avoided or escaped. A second extension is â€œsymmetry breakingâ€ of the system due to the introduction of an environmental policy that charges a price for polluting. A final extension adds a cost of environmental policy in the form of lower returns on investment implemented through a growth-depressing factor. We compare cumulative pollution under different scenarios, so that we can evaluate the combination of environmental regulation and recombinant innovation. [O] . Van den Bergh J.C.J.M., Zeppini Rossi P. 100

机译：用于环境创新的竞争重组技术：扩展亚瑟的锁定模型摘要：本文介绍了关于环境污染和清洁技术投资的连续决策模型，该模型扩展了亚瑟（1989）的路径依赖框架。这使我们能够评估是否以及如何解锁陷入肮脏技术的经济并转向清洁技术。主要的扩展涉及包括两种技术的重组创新的效果。内生竞争的机制被描述为涉及通过重组创新抵消的增加投资回报的正外部性。我们确定可以避免或转义锁定的条件。由于引入了污染价格的环境政策，第二个延伸是系统的“对称性破坏”。最后的延期增加了环境政策的成本，通过增长抑制因素实现了较低的投资回报。我们比较了不同情景下的累积污染，从而可以评估环境调控与重组创新的结合。

Fuzzy Cognitive Research on Factors Influencing Technological Innovation - From Path Dependence Perspective

摘要

著录项

相似文献

相关主题

期刊订阅