2021
DOI: 10.1093/jcde/qwab007
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Di-ANFIS: an integrated blockchain–IoT–big data-enabled framework for evaluating service supply chain performance

Abstract: Service supply chain management is a complex process because of its intangibility, high diversity of services, trustless settings, and uncertain conditions. However, the traditional evaluating models mostly consider the historical performance data and fail to predict and diagnose the problems’ root. This paper proposes a distributed, trustworthy, tamper-proof, and learning framework for evaluating service supply chain performance based on blockchain and adaptive network-based fuzzy inference systems (ANFIS) te… Show more

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Cited by 52 publications
(21 citation statements)
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“…The combination of physical education courses and digital technology in colleges and universities is not simply using some digital equipment and sports information resources from various shared platforms as a demonstration tool, but not only to achieve the mutual integration and penetration between digital information technology and physical education, but also to integrate the digital virtual space with the real application. At the recent stage, major universities in China have carried out digital physical education to enrich classroom teaching forms, explore new ways of physical education in colleges and universities, and effectively promote the smooth implementation of physical education curriculum integration in colleges and universities, which is of great significance to physical education curriculum reform and innovation [6][7][8].…”
Section: Introductionmentioning
confidence: 99%
“…The combination of physical education courses and digital technology in colleges and universities is not simply using some digital equipment and sports information resources from various shared platforms as a demonstration tool, but not only to achieve the mutual integration and penetration between digital information technology and physical education, but also to integrate the digital virtual space with the real application. At the recent stage, major universities in China have carried out digital physical education to enrich classroom teaching forms, explore new ways of physical education in colleges and universities, and effectively promote the smooth implementation of physical education curriculum integration in colleges and universities, which is of great significance to physical education curriculum reform and innovation [6][7][8].…”
Section: Introductionmentioning
confidence: 99%
“…As an organizational form of movable nance, supply chain nance has natural business relationship and social capital. It takes all the cooperative enterprises in the supply chain as a whole, takes the core enterprise as the focus, and takes the real trade as the premise [1]. At the same time, as a complex and diversi ed business development form, it gradually uni es logistics, capital ow, information ow, and commercial ow with the development and promotion of domestic and foreign economic markets.…”
Section: Introductionmentioning
confidence: 99%
“…Due to the imperfection of domestic cold chain facilities and equipment and core technology management, cold chain transportation costs and energy consumption are high. During the long-distance transportation, in storage and sales of some fresh foods, the state of frozen products is repeatedly frozen and thawed due to the fluctuation of ambient temperature, seriously affecting the quality of frozen products, resulting in food waste and other phenomena [ 1 ]. To solve this phenomenon, cloud solutions based on IoT technology are applied in the cold chain, through the collection, transmission, and processing of the actual environmental data in the process of cold chain coordination, to guarantee the safety of cold chain products, realize the value-added products, and achieve efficient management of cold chain operation.…”
Section: Introductionmentioning
confidence: 99%