skip to main content
10.1145/3432291.3433641acmotherconferencesArticle/Chapter ViewAbstractPublication PagesspmlConference Proceedingsconference-collections
research-article

The Evolution and Emerging Trends of Cloud Computing Adoption Research: Visual Analysis of CiteSpace Based on WOS Papers

Authors Info & Claims
Published:04 December 2020Publication History

ABSTRACT

With the continuous promotion and application of cloud computing, the issue of its adoption has increasingly attracted widespread attention from the theoretical and practical circles at home and abroad. Therefore, it is of great significance to summarize and analyze the research status and hotspots of cloud computing adoption and promote the subsequent research on cloud computing adoption. This paper uses CiteSpace, a visualized literature analysis software, to draw core authors, core journals, key words cluster and other knowledge maps in the field of cloud computing adoption based on 668 documents related to cloud computing adoption from 2011 to 2019 included in the Web of Science database. The research status and trend of cloud computing adoption are visualized and analyzed. The results of the study indicate that the attention paid to cloud computing adoption is gradually increasing. It shows that the research on the security, risk and other technical characteristics of cloud computing, the research on the influencing factors of cloud computing adoption and user behavior, and the research on the cost and performance of cloud computing are the three main research contents in the field of cloud computing adoption. The research hotspots in the field of cloud computing adoption have experienced the evolution process from specific research issues such as cloud computing business and technology, to the application and implementation of cloud computing in enterprises, to the integration of cloud computing and other emerging technologies.

References

  1. Mell P, Grance T. The NIST definition of cloud computing[R]. National Institute of Standards and Technology. 2011.Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Marston S, Li Z, Bandyopadhyay S, et al. Cloud computing---The business perspective[J]. Decision support systems, 2011, 51(1): 176--189.Google ScholarGoogle Scholar
  3. Wang N, Liang H, Jia Y, et al. Cloud computing research in the IS discipline: A citation/co-citation analysis[J]. Decision Support Systems, 2016(86): 35--47.Google ScholarGoogle Scholar
  4. Chen Chaomei, Chen Yue, Hou Jianhua, et al. CiteSpace II: Detecting and Visualizing Emerging Trends and Transient Patterns in Scientific Literature[J]. Journal of The China Society for Scientific and Technical Information, 2009, 28(3): 401--421Google ScholarGoogle Scholar
  5. M. Armbrust et al. A view of cloud computing [J]. Communications of the ACM, 2010, 53(4): 50--58.Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. Buyya R, Yeo C S, Venugopal S, et al. Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility [J]. Future Generation computer systems, 2009, 25(6): 599--616.Google ScholarGoogle Scholar
  7. Low C, Chen Y, Wu M. Understanding the determinants of cloud computing adoption[J]. Industrial management & data systems, 2011, 111(7): 1006--1023.Google ScholarGoogle Scholar
  8. Oliveira T, Thomas M, Espadanal M. Assessing the determinants of cloud computing adoption: An analysis of the manufacturing and services sectors[J]. Information & Management, 2014, 51(5): 497--510.Google ScholarGoogle ScholarCross RefCross Ref
  9. Venkatesh V, Morris M G, Davis G B, et al. User acceptance of information technology: Toward a unified view[J]. MIS quarterly, 2003, 27(3):p. 425--478.Google ScholarGoogle ScholarCross RefCross Ref
  10. Davis F D. Perceived usefulness, perceived ease of use, and user acceptance of information technology[J]. MIS quarterly, 1989, 13(3): 319--340.Google ScholarGoogle Scholar
  11. Rogers E M. Diffusion of innovations[M]. Simon and Schuster, 2010.Google ScholarGoogle Scholar
  12. Krikos A C. Disruptive technology business models in cloud computing[D]. Massachusetts Institute of Technology, 2010.Google ScholarGoogle Scholar
  13. Modi C, Patel D, Borisaniya B, et al. A survey on security issues and solutions at different layers of Cloud computing [J]. The journal of supercomputing, 2013, 63(2): 561--592.Google ScholarGoogle Scholar
  14. Gonzalez N, Miers C, Redigolo F M J, et al. A quantitative analysis of current security concerns and solutions for cloud computing [J]. Journal of Cloud Computing: Advances, Systems and Applications, 2012.Google ScholarGoogle Scholar
  15. Hwang K, Li D. Trusted cloud computing with secure resources and data coloring[J]. IEEE Internet Computing, 2010, 14(5):p. 14--22.Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Rashmi M S, Sahoo G. A five-phased approach for the cloud migration[J]. Int J Emerg Technol Adv Eng, 2012, 2(4): 286--291.Google ScholarGoogle Scholar
  17. Sultan N A. Reaching for the "cloud": How SMEs can manage[J]. International journal of information management, 2011, 31(3): 272--278.Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Depeige A, Doyencourt D. Actionable Knowledge As A Service (AKAAS): Leveraging big data analytics in cloud computing environments [J]. Journal of Big Data, 2015, 2(1): 12.Google ScholarGoogle ScholarCross RefCross Ref
  19. Wang C, Bi Z, Xu L D. IoT and Cloud Computing in Automation of Assembly Modeling Systems[J]. IEEE Transactions on Industrial Informatics, 2014, 10(2): 1426--1434.Google ScholarGoogle ScholarCross RefCross Ref
  20. Son I, Lee D, Lee J N, et al. Market perception on cloud computing initiatives in organizations: An extended resource-based view[J]. Information & Management, 2014, 51(6): 653--669.Google ScholarGoogle ScholarDigital LibraryDigital Library
  21. Wang Hongchang, Xiao Jinghua, Xie Yongqin. A Review of the Literature of Cloud Computing and Future Prospects: A Business Perspective[J]. Foreign Economies and Management, 2013, 35(06): 13--22+32.Google ScholarGoogle Scholar

Index Terms

  1. The Evolution and Emerging Trends of Cloud Computing Adoption Research: Visual Analysis of CiteSpace Based on WOS Papers

    Recommendations

    Comments

    Login options

    Check if you have access through your login credentials or your institution to get full access on this article.

    Sign in
    • Published in

      cover image ACM Other conferences
      SPML '20: Proceedings of the 2020 3rd International Conference on Signal Processing and Machine Learning
      October 2020
      141 pages
      ISBN:9781450375733
      DOI:10.1145/3432291

      Copyright © 2020 ACM

      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 4 December 2020

      Permissions

      Request permissions about this article.

      Request Permissions

      Check for updates

      Qualifiers

      • research-article
      • Research
      • Refereed limited

    PDF Format

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader