Research development of Bitcoin: a network and concept linking analysis

被引:3
|
作者
Shen, Chien-wen [1 ,2 ]
Chang, Li-chin [1 ,3 ]
Su, Tzu-chuan [1 ]
机构
[1] Natl Cent Univ, Dept Business Adm, Taoyuan, Taiwan
[2] Ton Duc Thang Univ, Fac Business Adm, SocialTech Res Grp, Ho Chi Minh City, Vietnam
[3] Hsing Wu Univ, Dept Fash Ind Management, New Taipei, Taiwan
关键词
Bitcoin; Bibliometrics; Blockchain; Network analysis; Concept links; Text mining; SCIENTIFIC LITERATURE;
D O I
10.1108/LHT-10-2019-0210
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
Purpose This study aims to provide researchers a holistic approach for comprehensive understanding of the Bitcoin-related research by discovering its trends, subjects, relations, keywords and concepts. Design/methodology/approach An integrated approach of bibliometric analysis, network analysis and concept linking analysis was proposed for exploring Bitcoin-related studies from 70 countries in the Scopus database. Findings The bibliometric analysis shows that electronic money and blockchain are the mainstream issues of Bitcoin, and the domain distribution of the literature is mainly in engineering-related fields. Through the network analysis of cocitations, co-occurrences and cowords, research clusters were discovered respectively from different perspectives. The authors also have mastered a multilevel concept linking diagram for six related major concepts. Originality/value The major contribution of this research is about providing an integrated and comprehensive approach to extract the mainstream issues that can help researchers conduct Bitcoin-relevant research. This study shows the development trend, context and clusters of Bitcoin-related studies from various perspectives networks and produces a visual concept linking diagram that will enable researchers to quickly understand the contextual relationship between Bitcoin keywords during literature analysis. In addition, the most crucial studies in the main topics are extracted to save the considerable time and labor that would be required to manually read all the literature and summarize the issues.
引用
收藏
页码:488 / 505
页数:18
相关论文
共 50 条
  • [31] Exploring Miner Evolution in Bitcoin Network
    Wang, Luqin
    Liu, Yong
    PASSIVE AND ACTIVE MEASUREMENT (PAM 2015), 2015, 8995 : 290 - 302
  • [32] The Lightning Network: Turning Bitcoin into money
    Divakaruni, Anantha
    Zimmerman, Peter
    FINANCE RESEARCH LETTERS, 2023, 52
  • [33] Modeling the Dynamics of Bitcoin Overlay Network
    Abdo, Jacques Bou
    Dass, Shuvalaxmi
    Qolomany, Basheer
    Hossain, Liaquat
    COMPLEX NETWORKS & THEIR APPLICATIONS XII, VOL 3, COMPLEX NETWORKS 2023, 2024, 1143 : 371 - 383
  • [34] Sentiment Analysis and Recurrent Radial Basis Function Network for Bitcoin Price Prediction
    Casillo, Mario
    Lombardi, Marco
    Lorusso, Angelo
    Marongiu, Francesco
    Santaniello, Domenico
    Valentino, Carmine
    2022 IEEE 21ST MEDITERRANEAN ELECTROTECHNICAL CONFERENCE (IEEE MELECON 2022), 2022, : 1189 - 1193
  • [35] Analysis of Compact Block Propagation Delay in Bitcoin Network
    Kim, Aeri
    Kim, Jungyeon
    Essaid, Meryam
    Park, Sejin
    Ju, Hongtaek
    2021 22ND ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2021, : 313 - 318
  • [36] Modeling of Bitcoin's Blockchain Delivery Network
    Misic, Jelena
    Misic, Vojislav B.
    Chang, Xiaolin
    Motlagh, Saeideh Gholamrezazadeh
    Ali, M. Zulfiker
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2020, 7 (03): : 1368 - 1381
  • [37] The Impact of Selfish Mining on Bitcoin Network Performance
    Motlagh, Saeideh G.
    Misic, Jelena
    Misic, Vojislav B.
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 8 (01): : 724 - 735
  • [38] Bitcoin Transaction Analysis System
    Basynya, E. A.
    Karapetyants, N.
    Karapetyants, M.
    PROGRAMMING AND COMPUTER SOFTWARE, 2024, 50 (SUPPL2) : S104 - S112
  • [39] zkRPC: Trustless Bitcoin data availability network
    Chen, Kundu
    Luo, Jie
    COMPUTER NETWORKS, 2025, 258
  • [40] Is Bitcoin gathering dust? An analysis of low-amount Bitcoin transactions
    Matteo Loporchio
    Anna Bernasconi
    Damiano Di Francesco Maesa
    Laura Ricci
    Applied Network Science, 8