计算机科学 ›› 2021, Vol. 48 ›› Issue (6A): 563-567.doi: 10.11896/jsjkx.200600071

• 交叉&应用 • 上一篇    下一篇

基于知识图谱的区块链物联网领域研究分析

李嘉明, 赵阔, 屈挺, 刘晓翔   

  1. 暨南大学智能科学与工程学院/人工智能产业学院 广东 珠海519000
  • 出版日期:2021-06-10 发布日期:2021-06-17
  • 通讯作者: 刘晓翔(tlxx@jnu.edu.cn)
  • 作者简介:lijiaming@stu2018.jnu.edu.cn
  • 基金资助:
    广东省重点领域研发计划项目网络信息安全专项(2019B010137006);国家自然科学基金项目(51875251);广东特支计划本土创新创业团队项目(2019BT02S593);广州市创新领军团队项目(201909010006);国家教育部“蓝火计划”(惠州)产学研联合创新基金(CXZJHZ201722);中央高校基本科研业务费专项资金(11618401)

Research and Analysis of Blockchain Internet of Things Based on Knowledge Graph

LI Jia-ming, ZHAO Kuo, QU Ting, LIU Xiao-xiang   

  1. School of Intelligent Systems Science and Engineering/JNU-Industry School of Artificial Intelligence,Jinan University,Zhuhai,Guangdong 519000,China
  • Online:2021-06-10 Published:2021-06-17
  • About author:LI Jia-ming,born in 2000,undergraduate.His main research interests include machinelearning and data mining.
    LIU Xiao-xiang,born in 1977,Ph.D,associate professor.His main research interests include artificial intelligence,internet of thing and computer vision.
  • Supported by:
    Science and Technology Planning Project of Guangdong Province(2019B010137006),National Natural Science Foundation of China(51875251),Guangdong Special Support Talent Program-Innovation and Entrepreneurship Leading Team(2019BT02S593),Guangzhou Leading Innovation Team Program(China)(201909010006),Blue Fire Project(Huizhou) Industry-University-Research Joint Innovation Fund of the Ministry of Education(China)(CXZJHZ201722) and Fundamental Research Funds for the Central Universities (11618401).

摘要: 区块链物联网技术快速发展,吸引了学术界和产业界的广泛关注。系统地了解区块链物联网领域的研究现状和进展,对研究人员、产业部门开展相关工作具有较大的参考价值。文中以2015-2019年Web of Science中区块链物联网领域的970篇文献为研究对象,基于文献计量学理论,利用CiteSpace信息可视化软件对其进行了可视化处理与分析。首先对区块链物联网领域影响较大的国家进行了研究探讨;其次对近年来区块链物联网领域的热点关键词进行了总结归纳;然后结合CiteSpace对该领域的知识基础进行总结,列举了具有显著影响力的6篇论文,并且利用Timezone展示方式,研究了区块链物联网领域近五年的发展趋向;最后总结了目前区块链物联网领域的现状,并对未来发展提出了展望。

关键词: CiteSpace, 区块链, 文献计量学, 物联网, 知识图谱

Abstract: The rapid development of blockchain IoT(Internet of Things) has greatly attracted attention from academia and industry.A systematic understanding of the research status and progress in the field of blockchain IoT is of great reference value for researchers and industry departments to carry out related work.This paper takes 970 articles in the field of blockchain IoT in Web of Science from 2015 to 2019 as research object.Based on bibliometrics theory,it is visualized and analyzed using the information visualization software CiteSpace.This paper firstly researches and discusses the countries with greater influence in the field of blockchain IoT.Secondly,it summarizes the hot keywords in the field of blockchain IoT in recent years.Thirdly,it summarizes the knowledge base of this field in conjunction with CiteSpace,lists six papers with significant influence,and uses the Timezone as the display method to study the development trend of the blockchain IoT field in the past five years.Finally,it summarizes the current status of the blockchain IoT field and propose future development outlook.

Key words: Bibliometrics, Blockchain, CiteSpace, Internet of things, Knowledge graph

中图分类号: 

  • TP393
[1] NAKAMOTO S.Bitcoin:a peer-to-peer electronic cash system[EB/OL].https://bitcoin.org/bitcoin.pdf.
[2] XU Z,ZOU CH W.What can and cannot be done with blockchain? [J].Financial Research,2018(11):1-16.
[3] International Telecommunication Union UIT.ITU Inter-net Reports2005:The Internet of Things [R].2005.
[4] GUSTAVO R G,MARIO M O,CARLOS D K.Early infrastructure of an Internet of Things in Spaces for Learning [C]//Eighth IEEE International Conference onAdvanced Learning Technologies.2008:381-383.
[5] AMARDEO C,SARMA J G.Identities in the Future Internet of Things [J].Wireless Pers Commun,2009:49:353-363.
[6] ZHU J W,JIANG Y L,ZHAI L,et al.Comparison of domestic and foreign BIM research based on knowledge graph [J].Journal of Civil Engineering,2018,51(2):113-120.
[7] CHEN M,ZHU J W.Research hotspot and evolution trend of project management in my country based on knowledge graph [J].Journal of Engineering Management,2016,30(3):105-109.
[8] LU J X,XU L Y,ZHAO L B,et al.Analysis of the current status of RFID research based on literature metrology[J].Computer Integrated Manufacturing System,2017,23(11):2518-2532.
[9] FAN Y Y,XU J J.Graph analysis of graphene research literature based on CiteSpace bibliometrics[J].Modern Information,2015,35(8):81-91.
[10] MOTOHASHI K.Assessment of technological capability in science industry linkage in China by patent database [J].World Patent Information,2007,30(3).
[11] KIVIAT T I.Beyond bitcoin:Issues in regulating blockchaintransactions[J].Duke Law Journal,2015,65(3):569-608.
[12] PETERS G W,PANAYI E,CHAPELLE A,et al.Trends in-crypto-currencies and blockchain technologies:a monetary theory and regulation perspective[J].Cryptography and Security,2015,3(3):92-113.
[13] MA C G,AN J,BI W,et al.Smart contracts in blockchain[J].Information Network Security,2018(11):8-17.
[14] LIU H Y,FAN J L,MA J F.Research progress of access control technology [J].Small Microcomputer System,2004(1):56-59.
[15] SHI W S,SUN H,CAO J,et al.Edge computing:a new computing model in the era of Internet of Everything [J].Computer Research and Development,2017,54(5):907-924.
[16] WU X B,YANG Z G.Smart city concept and future urban development [J].Urban Development Research,2010,17(11):56-60.
[17] HE Z C,PAN H Y.German “Industry 4.0” and “Made in China 2025” [J].Journal of Changsha University of Science and Technology (Social Science Edition),2015,30(3):103-110.
[18] ZHAO R Y,WANG J.Analysis of Library SCIENCE Knowledge Graph [J].Chinese Library Journal,2011,37(2):40-50.
[19] CHRISTIDIS K,DEVETSIKIOTIS M.Blockchains and smartcontracts for the internet of things[J].IEEE Access,2016,4:2292-2303.
[20] DORRI A,STEGER M,KANHERE S S,et al.Blockchain:Adistributed solution to automotive security and privacy[J].IEEE Communications Magazine,2017,55(12):119-125.
[21] ZYSKIND G,ZEKRIFA D M S,ALEX P,et al.Decentralizing Privacy:Using Blockchain to Protect Personal Data[C]//IEEE Security & Privacy Workshops.IEEE,2015.
[22] KHAN M A,SALAH K.IoT security:Review blockchain solutions,and open challenges[J].Future Generation Computer Systems,2018,82:395-411.
[23] OSCAR N.Blockchain Meets IoT:An Architecture for Scalable Access Management in IoT [J].IEEE Internet of Things Journal,2018,5(2):1184-1195.
[24] KSHETRI N.Can blockchain strengthen the internet of things?.[J].IT Professional,2017,19(4):68-72.
[25] HOU J H.Visual analysis of business management discipline evolution and frontier hotspots [D].Dalian:Dalian University of Technology,2009.
[1] 饶志双, 贾真, 张凡, 李天瑞.
基于Key-Value关联记忆网络的知识图谱问答方法
Key-Value Relational Memory Networks for Question Answering over Knowledge Graph
计算机科学, 2022, 49(9): 202-207. https://doi.org/10.11896/jsjkx.220300277
[2] 吴子仪, 李邵梅, 姜梦函, 张建朋.
基于自注意力模型的本体对齐方法
Ontology Alignment Method Based on Self-attention
计算机科学, 2022, 49(9): 215-220. https://doi.org/10.11896/jsjkx.210700190
[3] 孔世明, 冯永, 张嘉云.
融合知识图谱的多层次传承影响力计算与泛化研究
Multi-level Inheritance Influence Calculation and Generalization Based on Knowledge Graph
计算机科学, 2022, 49(9): 221-227. https://doi.org/10.11896/jsjkx.210700144
[4] 王子凯, 朱健, 张伯钧, 胡凯.
区块链与智能合约并行方法研究与实现
Research and Implementation of Parallel Method in Blockchain and Smart Contract
计算机科学, 2022, 49(9): 312-317. https://doi.org/10.11896/jsjkx.210800102
[5] 徐涌鑫, 赵俊峰, 王亚沙, 谢冰, 杨恺.
时序知识图谱表示学习
Temporal Knowledge Graph Representation Learning
计算机科学, 2022, 49(9): 162-171. https://doi.org/10.11896/jsjkx.220500204
[6] 秦琪琦, 张月琴, 王润泽, 张泽华.
基于知识图谱的层次粒化推荐方法
Hierarchical Granulation Recommendation Method Based on Knowledge Graph
计算机科学, 2022, 49(8): 64-69. https://doi.org/10.11896/jsjkx.210600111
[7] 王杰, 李晓楠, 李冠宇.
基于自适应注意力机制的知识图谱补全算法
Adaptive Attention-based Knowledge Graph Completion
计算机科学, 2022, 49(7): 204-211. https://doi.org/10.11896/jsjkx.210400129
[8] 张翀宇, 陈彦明, 李炜.
边缘计算中面向数据流的实时任务调度算法
Task Offloading Online Algorithm for Data Stream Edge Computing
计算机科学, 2022, 49(7): 263-270. https://doi.org/10.11896/jsjkx.210300195
[9] 马瑞新, 李泽阳, 陈志奎, 赵亮.
知识图谱推理研究综述
Review of Reasoning on Knowledge Graph
计算机科学, 2022, 49(6A): 74-85. https://doi.org/10.11896/jsjkx.210100122
[10] 邓凯, 杨频, 李益洲, 杨星, 曾凡瑞, 张振毓.
一种可快速迁移的领域知识图谱构建方法
Fast and Transmissible Domain Knowledge Graph Construction Method
计算机科学, 2022, 49(6A): 100-108. https://doi.org/10.11896/jsjkx.210900018
[11] 杜晓明, 袁清波, 杨帆, 姚奕, 蒋祥.
军事指控保障领域命名实体识别语料库的构建
Construction of Named Entity Recognition Corpus in Field of Military Command and Control Support
计算机科学, 2022, 49(6A): 133-139. https://doi.org/10.11896/jsjkx.210400132
[12] 李博, 向海昀, 张宇翔, 廖浩德.
面向食品溯源场景的PBFT优化算法应用研究
Application Research of PBFT Optimization Algorithm for Food Traceability Scenarios
计算机科学, 2022, 49(6A): 723-728. https://doi.org/10.11896/jsjkx.210800018
[13] 傅丽玉, 陆歌皓, 吴义明, 罗娅玲.
区块链技术的研究及其发展综述
Overview of Research and Development of Blockchain Technology
计算机科学, 2022, 49(6A): 447-461. https://doi.org/10.11896/jsjkx.210600214
[14] 高健博, 张家硕, 李青山, 陈钟.
RegLang:一种面向监管的智能合约编程语言
RegLang:A Smart Contract Programming Language for Regulation
计算机科学, 2022, 49(6A): 462-468. https://doi.org/10.11896/jsjkx.210700016
[15] 毛典辉, 黄晖煜, 赵爽.
符合监管合规性的自动合成新闻检测方法研究
Study on Automatic Synthetic News Detection Method Complying with Regulatory Compliance
计算机科学, 2022, 49(6A): 523-530. https://doi.org/10.11896/jsjkx.210300083
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!