An Integrated Neutrosophic SNA-MABAC Approach for Blockchain Applicability Evaluation in Sustainable Supply Chains

Pei-Hao Wang, Yan Lin, Zhiping Wang
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Abstract

The outbreak of the novel coronavirus pneumonia and the turbulent international situation in recent years have seriously disrupted the normal operation of the entire supply chain (SC). As an emerging technology, blockchain is characterized by decentralization, reliability, transparency and traceability, which can be effectively applied to solve social, environmental and economic concerns and achieve sustainability of supply chain. However, whether blockchain is suitable for every function of a sustainable supply chain (SSC), or what function is best suited for the application of a set of blockchain criteria, can be viewed as a multi-criteria group decision-making (MCGDM) problem. This paper presents a combined MCGDM technique utilizing the social network analysis (SNA) and Multi-Attributive Border Approximation Area Comparison (MABAC), for selecting an appropriate function of SSCs to implement blockchain technology with Neutrosophic information. The framework gives quantitative consideration to the weight of relevant blockchain criteria and decision makers under high uncertainty. This study can also facilitate the effective allocation of resources and enhance the competitiveness of SSCs in the coordinated planning of various blockchain deployments.
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可持续供应链中区块链适用性评估的综合中性SNA-MABAC方法
近年来,新型冠状病毒肺炎疫情的爆发和国际形势的动荡,严重扰乱了整个供应链的正常运行。区块链作为一项新兴技术,具有去中心化、可靠性、透明性和可追溯性等特点,可以有效地应用于解决社会、环境和经济问题,实现供应链的可持续性。然而,区块链是否适合可持续供应链(SSC)的每一个功能,或者什么功能最适合一组区块链标准的应用,可以被视为一个多标准群体决策(MCGDM)问题。本文提出了一种利用社会网络分析(SNA)和多属性边界近似区域比较(MABAC)的组合MCGDM技术,用于选择合适的ssc功能来实现具有中性信息的区块链技术。该框架定量考虑了高不确定性下相关区块链标准和决策者的权重。本研究还可以促进资源的有效配置,增强ssc在协调规划各种区块链部署中的竞争力。
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