基于Fuzzy-Dematel算法下新产品开发的众包供应链风险分析
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摘要
以Fuzzy-OWA算子为分析方法,从供应链的角度对众包设计、供应、生产制造和销售环节,来评估新产品开发的众包供应链风险,并建立Dematel模型;依据原因和结果两方面,找出影响众包供应链发展的主要风险因素,并给出相关建议对策。
This paper, based on the Fuzzy-owa operator for analysis, from the perspective of supply chain, including the crowdsourcing design, supply, manufacturing to evaluates the risk of new product development in the crowdsourcing supply chain and establishes DEMATEL model. On this basis, we analyze the logical relationship between the main risks based on the reasons and results, find out the main risk factors that affect the development of the crowdsourcing supply chain, and give some suggestions according to the results of the model analysis.
This paper, based on the Fuzzy-owa operator for analysis, from the perspective of supply chain, including the crowdsourcing design, supply, manufacturing to evaluates the risk of new product development in the crowdsourcing supply chain and establishes DEMATEL model. On this basis, we analyze the logical relationship between the main risks based on the reasons and results, find out the main risk factors that affect the development of the crowdsourcing supply chain, and give some suggestions according to the results of the model analysis.
引文
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[11]ROSTAMZADEH R, GHORABAEE M K. Evaluation of sustainable supply chain risk management using an integrated fuzzy TOPSIS-CRITIC approach[J]. Journal of Cleaner Production, 2018(175): 651-669.
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[14]张景. C2B 模式的企业供应链风险评估指标体系[J]. 湖南科技学院学报, 2016, 37(5): 141- 144.
[15]SOH K L, WONG W P, CHAN K L. Adoption of biometric technology in online applications[J].International Journal of Business and Management Science, 2010, 3(2): 121-146.
[16]SHEN Y C, LIN G T, TZENG G H. Combined DEMATEL techniques with novel MCDM for the organic light emitting diode technology selection[J]. Expert systems with applications, 2011, 38 (3): 1468-1481.
[17]索玮岚, 樊治平, 冯博. 一种合作研发风险因素识别方法[J].运筹与管理, 2008, 17(2):62-67.
[2]MAJCHRZAK A, MALHOTRA A. Towards an information systems perspective and research agenda on crowdsourcing for innovation[J]. The journal of strategic information systems, 2013, 22(4): 257-268.
[3]CHESBROUGH H. Open innovation:the new imperative for creating and profiting from technology[M]. Boston:Harvard Business School Press, 2004.
[4]庞建刚.众包社区创新的风险管理机制设计[J]. 中国软科学, 2015(2): 183-192.
[5]EICKHOFF C, VRIES D. Increasing cheat robustness of crowdsourcing tasks[J]. Information Retrieval, 2013(2): 121-137.
[6]YE H, KANKANHALLI A. Investigating the antecedents of organizational task crowdsourcing[J]. Information Manage, 2015, 52(1): 98–110.
[7]NARAYANNA T. Crowdsourcing risk in innovation activities[J].Online Research,2000,32:231-242.
[8]陆丹. 互联网时代下众包风险的识别与规避[J].物流工程与管理, 2013(4): 119-126.
[9]KAMOUN F, ALHADIDI D, MAAMAR Z. Weaving risk identification into crowdsourcing lifecycle[J]. Procedia Computer Science, 2015(56): 41–48.
[10]李恩平, 张真铭. 众包平台知识产权风险评价[J]. 科技进步与对策, 2017, 6(12):112-119.
[11]ROSTAMZADEH R, GHORABAEE M K. Evaluation of sustainable supply chain risk management using an integrated fuzzy TOPSIS-CRITIC approach[J]. Journal of Cleaner Production, 2018(175): 651-669.
[12]SREEDEVI, SARANGA H. Uncertainty and supply chain risk: The moderating role of supply chain flexibility in risk mitigation[J]. International Journal of Production Economics, 2017, 193(2017): 332-342.
[13]孙坳,何明珂. 基于结构方程模型的众包物流风险识别与分析[J]. 管理现代化, 2017(6): 105-109.
[14]张景. C2B 模式的企业供应链风险评估指标体系[J]. 湖南科技学院学报, 2016, 37(5): 141- 144.
[15]SOH K L, WONG W P, CHAN K L. Adoption of biometric technology in online applications[J].International Journal of Business and Management Science, 2010, 3(2): 121-146.
[16]SHEN Y C, LIN G T, TZENG G H. Combined DEMATEL techniques with novel MCDM for the organic light emitting diode technology selection[J]. Expert systems with applications, 2011, 38 (3): 1468-1481.
[17]索玮岚, 樊治平, 冯博. 一种合作研发风险因素识别方法[J].运筹与管理, 2008, 17(2):62-67.