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2022年06月02日 19篇

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Projection method for blockchain-enabled non-iterative decentralized management in integrated natural gas-electric systems and its application in digital twin modelling

【Author】 Yan, Mingyu Gan, Wei Zhou, Yue Wen, Jianfeng Yao, Wei

【影响因子】11.446

【主题类别】

区块链应用-实体经济-能源领域

【Abstract】Integrating natural gas and electricity systems increases system flexibility for the accommodation of the large penetration level of renewable energy and thus achieves decarbonization in the energy system. This paper aims at providing non-iterative and scalable decentralized energy management for multi-integrated natural gas electricity systems with uncertain wind power. An operation space projection transformation method is proposed to reformulate the electricity and natural gas system operation problems for constructing equivalent feasible operation space with the optimality information contained. Accordingly, the proposed decentralized management is privacy-preserving, low-complex, and globally optimal. Moreover, the mathematical proof of the optimality of the reformulated problem is provided. In addition to privacy protection, trust issues are taken into account. Blockchain is applied to safeguard the proposed decentralized management against potential malicious behaviours. We introduce how the proposed decentralized management is embedded in the consensus process of the blockchain. The potential of the projection transformation method in the digital twin application is analyzed. Numerical results are presented to validate the effectiveness of the proposed decentralized energy management method. The synergistic effect and robustness of the proposed operation model are embodied, while the computational accuracy and performance of the non-iterative solution technique are validated.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Integrated energy systems; Coordinated operation; Digital twins; Blockchain; Decentralized management; Operation space projection transformation

【发表时间】2022

【收录时间】2022-06-02

【文献类型】 理论性文章

【DOI】 10.1016/j.apenergy.2022.118645

Critical success factors for implementing blockchain-based circular supply chain

【Author】 Kayikci, Yasanur Gozacan-Chase, Nazlican Rejeb, Abderahman Mathiyazhagan, Kaliyan

【影响因子】10.801

【主题类别】

区块链应用-实体经济-供应链

【Abstract】The growing importance of the circular economy has emphasised optimal utilisation of resources within the constraints of economic development and protection of the environment. Digital technologies associated with Industry 4.0, such as blockchain, facilitate the implementation of circular economy principles throughout the supply chain. However, because blockchain implementation in the supply chain is still in the early stages, real-world examples of the blockchain-based circular supply chains (CSCs) are limited. The principal purpose of the paper is to examine the critical success factors (CSFs) for implementing blockchain-based CSCs. Following that, 10 CSFs are identified through a short systematic literature review, and then, the integrated fuzzy cognitive mapping and fuzzy best-worst method (FCM-FBWM) is implemented to examine CSFs for the blockchain-based CSC. The study's main findings demonstrate that network collaboration is the best CSF, while the shared circular economy toolbox is counted worst of all. This research enriches the literature by identifying the CSFs for implementing blockchain-enabled CSCs to address the lack of a suitable decision-making framework that assists managers in comprehending how blockchain technology can be adopted in the circular economy context. Implications for theory and practice are also discussed, offering new insights into the measures necessary to ensure successful blockchain implementations in CSCs.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】blockchain; circular economy; circular supply chain; critical success factors; FBWM; FCM

【发表时间】

【收录时间】2022-06-02

【文献类型】 实证性文章

【DOI】 10.1002/bse.3110

Integrating blockchain into supply chain safeguarded by PUF-enabled RFID

【Author】 Islam, Md Didarul Shen, Haoting Badsha, Shahriar

【影响因子】5.711

【主题类别】

区块链应用-实体经济-供应链

【Abstract】Due to globalization, supply chain networks are moving towards higher complexity and becoming vulnerable to various kinds of attacks such as counterfeiting, information tampering, and so on. Appropriate approaches are necessary to tackle different types of attacks and to ensure the required supply chain security. In this paper, we have addressed the product counterfeiting issue using Physical Unclonable Function (PUF) enabled Radio Frequency Identification (RFID) tag. In this research, as a preferred alternative to the traditional centralized databases, blockchain technology has been leveraged to support anti-counterfeiting. Applying blockchain technology to supply chains can add many useful features such as decentralization, immutability, transparency, traceability, non-repudiation, complicated record-keeping, and so on. We have also used a reputation-based consensus algorithm for the blockchain which is less resource-intensive and thus will not indirectly impose additional cost on supply chain products. In the same research direction, we have devised our system architecture that is suitable for lightweight supply chain devices. The proposed three protocols namely: registration protocol, verification protocol, and transaction protocol along with the blockchain technology help to transfer the ownership of the authentic product and keep the sensitive supply chain information safe. An encryption-based secret sharing technique has also been introduced to assist data protection.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Blockchain; PUF; RFID; Secret sharing; Supply chain security

【发表时间】2022

【收录时间】2022-06-02

【文献类型】 理论性文章

【DOI】 10.1016/j.iot.2022.100505

Advanced digital signatures for preserving privacy and trust management in hierarchical heterogeneous IoT: Taxonomy, capabilities, and objectives

【Author】 Alagheband, Mahdi R. Mashatan, Atefeh

【影响因子】5.711

【主题类别】

区块链技术-协同技术-物联网

【Abstract】Internet of Things (IoT) systems in different areas, such as manufacturing, transportation, and healthcare, are the convergence of several technologies. There are many concerns about security and privacy drawbacks in IoT systems. Apart from confidentiality supported by encryption primitives, authenticity and non-repudiation are of utmost importance. IoT entities generally use conventional digital signature schemes to achieve imperative goals. However, there are some state-of-the-art digital signatures with more functionalities, IoT-friendly properties, and privacy-preserving features. This survey paper aims to accelerate the adoption of advanced digital signatures. We bridge the gap between the advanced theoretical digital signatures recently designed in cryptographic-oriented papers and the applied IoT systems. It aids researchers in achieving more security, privacy as well as some unique functionality aspects. First, we illustrate the benefits of the hierarchical and heterogeneous IoT architecture supporting the end-edge-fog-cloud continuum accompanying blockchain technology. Second, our survey delves into five state-of-the-art digital signatures, including randomizable, keyless, double-authentication-prevention, sanitizable, and redactable schemes, that are aligned with entities in IoT systems. We provide an outline, taxonomy, comparison table, and diverse IoT-based use cases for each of them. Then, the integration of primitives and the relationship diagrams give guidelines to help select the appropriate advanced digital signatures and highlights how researchers can use them with different IoT entities for preserving privacy and management of trust.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Digital signature; IoT; Privacy-preserving; Blockchain; Cloud computing

【发表时间】2022

【收录时间】2022-06-02

【文献类型】 理论性文章

【DOI】 10.1016/j.iot.2021.100492

On the dynamic return and volatility connectedness of cryptocurrency, crude oil, clean energy, and stock markets: a time-varying analysis

【Author】 Attarzadeh, Amirreza Balcilar, Mehmet

【影响因子】5.190

【主题类别】

区块链治理-市场治理-数字货币

【Abstract】The high energy consumption of cryptocurrency transactions has raised concerns about the environment and sustainability among green investors and regulatory authorities. The current study examines the connectedness among clean energy, Bitcoin, the stock market, and crude oil empirically. The time-varying parameter vector autoregression (TVP-VAR) is used to estimate the dynamics of connectedness in a daily dataset spanning the period November 11, 2013 to September 30, 2021. We find that the clean energy and traditional stock markets transmit shocks to Bitcoin and oil in terms of return, and they receive shocks in terms of volatility from Bitcoin and oil. Additionally, Bitcoin and other financial markets are only tenuously linked during non-crisis periods. Nonetheless, their connection strengthens substantially during times of crisis, such as the great cryptocurrency crash of 2018 and the COVID-19 pandemic of 2020. We believe that these findings can help explain how clean energy and cryptocurrency markets are linked during times of crisis.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Cryptocurrency; Bitcoin; Clean energy; TVP-VAR; Dynamic connectedness; Realized volatility

【发表时间】

【收录时间】2022-06-02

【文献类型】 理论性文章

【DOI】 10.1007/s11356-022-20115-2

Identification of research trends in emerging technologies implementation on public services using text mining analysis

【Author】 Rodriguez Bolivar, Manuel Pedro Alcaide Munoz, Laura

【影响因子】4.481

【主题类别】

区块链应用-实体经济-公共管理

【Abstract】Purpose This study aims to conduct performance and clustering analyses with the help of Digital Government Reference Library (DGRL) v16.6 database examining the role of emerging technologies (ETs) in public services delivery. Design/methodology/approach VOSviewer and SciMAT techniques were used for clustering and mapping the use of ETs in the public services delivery. Collecting documents from the DGRL v16.6 database, the paper uses text mining analysis for identifying key terms and trends in e-Government research regarding ETs and public services. Findings The analysis indicates that all ETs are strongly linked to each other, except for blockchain technologies (due to its disruptive nature), which indicate that ETs can be, therefore, seen as accumulative knowledge. In addition, on the whole, findings identify four stages in the evolution of ETs and their application to public services: the "electronic administration" stage, the "technological baseline" stage, the "managerial" stage and the "disruptive technological" stage. Practical implications The output of the present research will help to orient policymakers in the implementation and use of ETs, evaluating the influence of these technologies on public services. Social implications The research helps researchers to track research trends and uncover new paths on ETs and its implementation in public services. Originality/value Recent research has focused on the need of implementing ETs for improving public services, which could help cities to improve the citizens' quality of life in urban areas. This paper contributes to expanding the knowledge about ETs and its implementation in public services, identifying trends and networks in the research about these issues.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Emerging technologies; Public services; Text mining; Clustering analysis; Science mapping

【发表时间】

【收录时间】2022-06-02

【文献类型】 综述

【DOI】 10.1108/ITP-03-2021-0188

Streamlining Traceability Data Generation in Apple Production Using Integral Management with Machine-to-Machine Connections

【Author】 Xie, Jing Wan, Chunxu Becerra, Alfredo Tolon Li, Ming

【影响因子】3.949

【主题类别】

区块链应用-实体经济-农牧领域

【Abstract】Legal requirements and consumer demands have motivated the development and application of traceability technology. Farming practices are the starting point of the agri-food supply chain and the destination of the agri-food traceability system (AFTS). The amount of resource information and the complexity of the production process of agri-food become the main obstacles to the wide application of AFTS. This study introduces an integrated machine-to-machine system that allows collecting field operation information automatically. This system includes an IoT-based integrated hardware system, a smart farm cloud (SFC) platform, and a mobile application, which accomplished the collection, upload, and storage of operation information. This system had been used in "BSD" organic apple orchard in Qixia, Shandong Province, China for about one year. The effectiveness of the system was evaluated by managing 270 apple trees in one plot of the orchard. Finally, a label with a QR code was successfully generated to provide consumers to query traceability information from a single tree to a fruit tray. This work was a background of a blockchain traceability system. Moreover, the future extendibility of the system was also discussed and prospected.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】single tree traceability; RFID; GPS

【发表时间】2022

【收录时间】2022-06-02

【文献类型】 实证性文章

【DOI】 10.3390/agronomy12040921

Do news headlines matter in the cryptocurrency market?

【Author】 Anamika, Anamika Subramaniam, Sowmya

【影响因子】1.916

【主题类别】

区块链应用-虚拟经济-金融

【Abstract】The paper examines the influence of investor sentiment based on news headlines on the Cryptocurrency Market Index and ten individual cryptocurrency returns. We capture investors' sentiment from cryptocurrency-specific news headlines. We use a lexicon-based Natural Language Processing (NLP) technique to construct a unique sentiment indicator, and the sentiment scores are generated using two financial dictionaries: Henry(2008)(HE) and Loughran and Mcdonald(2011)(LM). The findings of the study show that news sentiment has a significant impact on cryptocurrency returns. When the investors' sentiment is optimistic or bullish, the cryptocurrency market experiences herding behaviour, leading to an increase in prices. The diverse and heterogeneous nature of the various cryptocurrencies causes each individual cryptocurrency to respond differently to sentiment. Further, we see that sentiment has a more pronounced impact on young, small, and volatile cryptocurrencies. Our study is among the few studies that use cryptocurrency-specific news headlines rather than news bodies to build a news sentiment indicator. JEL codes: E49, G14, G15

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Cryptocurrency; news headlines; sentiment; Natural Language Processing; opinion mining

【发表时间】

【收录时间】2022-06-02

【文献类型】 实证性文章

【DOI】 10.1080/00036846.2022.2061904

Secured Different Disciplinaries in Electronic Medical Record based on Watermarking and Consortium Biockchain Technology

【Author】 Mohananthini, N. Ananth, C. Parvees, M. Y. Mohamed

【影响因子】0.972

【主题类别】

区块链应用-实体经济-医疗领域

【Abstract】The Electronic Medical Record (EMR) is a valuable source of medical data intelligence in e-health systems. The watermarking techniques have been used to authenticate the owner and protect the EMR from illegal copying. The existing distributive strategies, successfully operated to secure the EMR, are found to be inadequate. Blockchain technology, mainly, is employed by a sharing database that allows the digital crypto-currency. It rapidly leads to the magnified expectations acme. In this excitement, the use of consortium adopting the technology based on Blockchain, in the EMR structure, is found improving. This type of consortium adds an immutable share with a translucent record of the entire business and it is accomplished with responsibility, along with faith and transparency. The combination of watermarking and Blockchain technology provides a singular chance to promote a secured, trustworthy electronic documents administration to share with the e-records system. The authors, in this article, present their views on consortium Blockchain technology which is incorporated in the EMR system. The ledger, used for the distribution of the block structure, has team healthcare models based on dissimilar multiple image watermarking techniques.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Consortium blockchain technology; electronic medical record; cryptography; image encryption; cipher watermark; team healthcare

【发表时间】2022

【收录时间】2022-06-02

【文献类型】 理论性文章

【DOI】 10.3837/tiis.2022.03.011

First Smart Contract Allowing Cryptoasset Recovery

【Author】 Kim, Beomjoong Kim, Hyoung Joong Lee, Junghee

【影响因子】0.972

【主题类别】

区块链技术-核心技术-智能合约

【Abstract】Cryptoassets such as Bitcoin and Ethereum are widely traded around the world. Cryptocurrencies are also transferred between investors. Cryptocurrency has become a new and attractive means of remittance. Thus, blockchain-based smart contracts also attract attention when central banks design digital currencies. However, it has been discovered that a significant amount of cryptoassets on blockchain are lost or stranded for a variety of reasons, including the loss of the private key or the owner's death. To address this issue, we propose a method for recoverable transactions that would replace the traditional transaction by allowing cryptoassets to be sent to a backup account address after a deadline has passed. We provide the computational workload required for our method by analyzing the prototype. The method proposed in this paper can be considered as a good model for digital currency design, including central bank digital currency (CBDC).

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Blockchain; central bank digital currency (CBDC); cryptoasset; distributed ledger technology (DLT); smart contract

【发表时间】2022

【收录时间】2022-06-02

【文献类型】 实证性文章

【DOI】 10.3837/tiis.2022.03.006

COVID-19 full vaccination and blockchain size: empirical evidence from the cryptocurrency market

【Author】 Havidz, Shinta Amalina Hazrati Tiffani, Tiffani Calvilus, Ingrid Claudia Angelita, Zefanya

【影响因子】0.000

【主题类别】

区块链治理-市场治理-

【Abstract】Purpose This paper aims to analyse COVID-19 indices and blockchain features on Bitcoin and Ethereum returns, respectively. The authors focus on the most used and owned cryptocurrencies that cover Europe, the US and Asian countries. Design/methodology/approach An autoregressive distributed lag panel (pooled mean group and mean group) is utilized, and a robustness check is incorporated by using a Random Effect Model and Generalized Method of Moments (GMM). Findings Four new findings were discovered, including (1) the vaccine confidence index (VCI) pushes economic recovery and increased demand for the Bitcoin market, but the opposite result was interestingly observed from Ethereum; (2) the blockchain features were revealed to be essential to Bitcoin, while they were irrelevant to Ethereum for short-run country-specific results; (3) the hash rate and network difficulty moved inversely during the pandemic; and (4) the government played a significant role in taking action during uncertain times and regarding cryptocurrency policies. Research limitations/implications VCI is constructed by the most used vaccine type in our sample countries (i.e. Pfizer), as the data for a specific classification by each type is still unavailable. Practical implications Providing an evenly distributed vaccination program primary vaccination series against COVID-19 to the citizens is an essential duty of the government. Bitcoin policymakers and investors should watch the COVID-19 vaccine distributions closely as it will affect its return. Ethereum is emphasized to keep developing its smart contract which appeared to outplay other blockchain features. Cryptocurrency investors should be wise in their investment decisions by analysing the news thoroughly. Social implications This research emphasizes that the success in the roll-out of COVID-19 vaccination requires citizens' willingness to participate and their trust in the vaccine's efficacy. Such self-awareness and self-discipline in society can ultimately empower individuals and stabilise the economy. Nevertheless, the implementation of health protocols is still highly required to prevent the spread of new variants of COVID-19. Originality/value This is the first study that attempts to construct a VCI which denotes the confidence derived from the administration of full-dose COVID-19 vaccines (an initial vaccine and a second vaccine). The authors further find the impact on cryptocurrency returns. Next, blockchain size is utilized as a new determinant of cryptocurrencies.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】ARDL panel; Blockchain; COVID-19; Cryptocurrency; Vaccine; Vaccine confidence index

【发表时间】

【收录时间】2022-06-02

【文献类型】 实证性文章

【DOI】 10.1108/EMJB-12-2021-0200

Legalization of criminal proceeds using cryptocurrencies: historical background and modern realities

【Author】 Yusupova, Malika D. Vasyukov, Vitaly F. Zabaykin, Yuri, V Azarova, Ekaterina S.

【影响因子】0.000

【主题类别】

区块链治理-法律治理-数字货币

【Abstract】In its modern form, electronic money is divided into two main categories: card-type electronic money and software-type electronic money. Electronic money originated and from the beginning became widespread as card-type money. The term "electronic money" itself referred to the amounts that were displayed on the chips of cards of traditional payment systems. The sequence of stages of the development of electronic money begins its development with records in the computer memory of banks, which were reprinted from paper media. In the last century, digital money and electronic wallets emerged with the help of electronic pulses, which were endowed with the right of a means of payment.

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】cryptocurrency; crime; history; legalization; income

【发表时间】2022

【收录时间】2022-06-02

【文献类型】 综述

【DOI】 10.31166/VoprosyIstorii202203Statyi41

A systematic review of a digital twin city: A new pattern of urban governance toward smart cities

【Author】 Deng, Tianhu Zhang, Keren Shen, Zuo-Jun (Max)

【影响因子】

【主题类别】

区块链应用-实体经济-公共管理

【Abstract】Many countries and governments consider smart cities a solution to global warming, population growth, and resource depletion. Numerous challenges arise while creating a smart city. Digital twins, along with the Internet of Things, fifth-generation wireless systems, blockchain, collaborative computing, simulation, and artificial intelligence technologies, offer great potential in the transformation of the current urban governance paradigm toward smart cities. In this paper, the concept of a digital twin city (DTC) is proposed. The characteristics, key technologies, and application scenarios of a DTC are elaborated upon. Further, we discuss the theories, research directions, and framework regarding DTCs. (c) 2021 China Science Publishing & Media Ltd. Publishing Services by Elsevier B.V. on behalf of KeAi Communications Co. Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

你可以尝试使用大模型来生成摘要 立即生成

【Keywords】Digital twin; Smart city; Urban governance; IoT; Blockchain

【发表时间】2021

【收录时间】2022-06-02

【文献类型】 综述

【DOI】 10.1016/j.jmse.2021.03.003

元宇宙空间犯罪刑法规制的新思路

【作者】 刘宪权;

【作者单位】华东政法大学;

【文献来源】比较法研究

【复合影响因子】10.538

【综合影响因子】5.981

【主题类别】

区块链应用-虚拟经济-元宇宙

【摘要】元宇宙空间具有不同于现实空间和其他虚拟空间的特征。元宇宙技术在发展过程中会带来新的刑事风险。在元宇宙技术初级发展阶段,元宇宙空间可能出现诈骗类、集资类、传销类犯罪以及数据犯罪。在元宇宙技术高级发展阶段,元宇宙空间可能出现侵犯人身权利的犯罪。元宇宙空间犯罪和刑法理论关注的网络犯罪、人工智能犯罪等犯罪类型既有共性也有独特性,值得专门研究而绝对不是“学术遐想”并引发“新一轮学术泡沫”。元宇宙空间犯罪可能对部分法益原有形态和内容、传统犯罪行为方式等造成冲击。对于以元宇宙空间为名义实施的犯罪按照一般犯罪进行认定即可。但对于可能造成理论冲击的元宇宙空间犯罪而言,应在尊重立法原意的前提下适当运用客观解释原理进行相关犯罪的认定。

【关键词】元宇宙空间;;网络犯罪;;法益形态;;犯罪行为方式;;刑事风险

【文献类型】 综述

【DOI】

【发表时间】2022-06-02

农业公司使用区块链技术能否提升营运效率?

【作者】 乔鹏程;张岩松;

【作者单位】西藏民族大学财经学院;西藏民族大学管理学院;

【文献来源】会计之友

【复合影响因子】3.676

【综合影响因子】0.776

【主题类别】

区块链应用-实体经济-农牧领域

【摘要】区块链技术的重要技术价值在农业公司受到管理者的广泛关注,越来越多的农业公司开始尝试使用区块链技术。农业类公司使用区块链技术能否提升营运效率?文章采用Python爬虫技术利用2010—2020年上市公司数据获取区块链应用情况数据,研究区块链技术的应用对营运效率的影响与作用机量。实证结果表明:农业公司使用区块链技术能够提升公司营运效率;相比于小规模公司,大规模的农业公司使用区块链技术更显著提升公司营运效率;进一步研究农业公司性质的调节作用发现,相比于国有企业,非国有企业使用区块链技术效果更加显著。文章丰富了区块链技术对农业公司管理的影响研究,并且对农业公司充分利用区块链技术特性具有一定的管理启示。

【关键词】农业公司;;区块链技术;;营运效率;;智能合约

【文献类型】 理论性文章

【DOI】

【发表时间】2022-06-02

元宇宙:城市智慧治理场景探索的新途径

【作者】 彭国超;吴思远;

【作者单位】中山大学信息管理学院;

【文献来源】图书馆论坛

【复合影响因子】2.553

【综合影响因子】1.900

【主题类别】

区块链应用-虚拟经济-元宇宙

【摘要】元宇宙是现实世界的孪生形态,如何在元宇宙视域下探索城市智慧治理是提高城市治理能力与治理水平的时代命题。文章探讨城市智慧治理面临的困境,如多元共治的困境和技术与人的困境;阐述元宇宙探索城市智慧治理的可能性,以及元宇宙与城市智慧治理新模式的实现过程;从城市的规划与建设、管理与运维、应急演练、城市多元主体等方面预设元宇宙智慧城市治理的应用场景,为城市智慧治理提供借鉴。

【关键词】元宇宙;;城市治理;;智慧治理

【文献类型】 综述

【DOI】

【发表时间】2022-06-02

基于倒排索引的可搜索加密数据共享方案

【作者】 刘炜;白晓丹;佘维;宋轩;田钊;

【作者单位】郑州大学网络空间安全学院;郑州大学互联网医疗与健康服务河南省协同服务中心;郑州大学计算机与人工智能学院;

【文献来源】计算机工程与应用

【复合影响因子】2.348

【综合影响因子】1.606

【主题类别】

区块链技术-核心技术-加密算法

【摘要】针对当前医疗数据共享难、数据被攻击、密文搜索效率低的问题,提出了一种基于倒排索引的可搜索加密数据共享方案。首先,采用基于私有链和联盟链的双链结构存储数据并实现数据共享;其次,设计了一种新型倒排索引结构,防止敏感数据被攻击;最后,提出了一种基于新型倒排索引结构的密文搜索算法,利用可搜索加密技术将陷门信息提交至倒排索引结构中实现密文搜索。实验表明,所提出的方案可以有效保证数据安全,提高搜索效率。

【关键词】区块链;;医疗数据共享;;倒排索引;;可搜索加密

【文献类型】 实证性文章

【DOI】

【发表时间】2022-06-02

结合深度强化学习的区块链分片系统性能优化

【作者】 温建伟;姚冰冰;万剑雄;李雷孝;

【作者单位】内蒙古自治区气象信息中心;内蒙古自治区基于大数据的软件服务工程技术研究中心;

【文献来源】计算机工程与应用

【复合影响因子】2.348

【综合影响因子】1.606

【主题类别】

区块链技术-核心技术-其他

【摘要】提高区块链系统吞吐量是广泛应用区块链的关键问题之一。针对以上问题,将分片技术应用到区块链系统中,通过使区块链并行处理事务提高区块链的吞吐量。将区块链分片选择问题建立为马尔科夫决策过程(Markov Decision Process,MDP),并设计了基于深度强化学习(Deep Reinforcement Learning,DRL)的区块链分片最优选择策略(Branching Dueling Q-Network Shard-Based Blockchain,BDQSB)。所采用的BDQSB算法克服了传统DRL算法行为空间维度高、神经网络难以训练的缺点。大量仿真实验结果表明,所提出的方法可以有效降低行为空间维度,提高区块链处理事务的吞吐量和可扩展性。

【关键词】区块链;;吞吐量;;分片;;深度强化学习

【文献类型】 实证性文章

【DOI】

【发表时间】2022-06-02

基于智能合约的电动汽车充电服务费自适应调整机制

【作者】 郭伟嘉;刘敦楠;王文;韩金山;刘明光;苏舒;张悦;邹孟娇;杨烨;

【作者单位】华北电力大学经济与管理学院;国网电动汽车服务有限公司;

【文献来源】电力自动化设备

【复合影响因子】

【综合影响因子】

【主题类别】

区块链应用-实体经济-交通领域

【摘要】为了解决传统集中式电动汽车充电服务费统一定价难以满足新型电力系统精度与灵活性需要的问题,提出了一种基于智能合约的电动汽车充电服务费自适应调整机制。通过建立考虑购售电双方收益的充电服务费优化模型,从购售电双方收益及负荷引导需求两方面对充电服务费率进行优化;同时运用智能合约技术,制定更加精确、更具针对性的单座充电站的充电服务费调整策略。通过算例进行仿真验证,结果表明相较于传统定价模式,所提自适应定价模式的负荷引导能力和交易双方的收益水平都具备显著优势。

【关键词】电动汽车;;充电服务费;;定价优化;;智能合约;;粒子群优化算法

【文献类型】 实证性文章

【DOI】 10.16081/j.epae.202205067

【发表时间】2022-06-02

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