A Bibliometric Study of Software Architecture
DOI:
https://doi.org/10.58812/wsis.v4i04.2817Keywords:
Software Architecture, Bibliometric Analysis, Co-Authorship Network, Keyword Co-Occurrence, Research TrendsAbstract
This study provides a comprehensive bibliometric analysis of software architecture research to map its intellectual structure, collaboration patterns, and thematic evolution. Data were collected from the Scopus database, covering publications from 2000 to 2026. The analysis employs quantitative bibliometric techniques and network visualization using VOSviewer, including co-authorship, citation, keyword co-occurrence, overlay, and density analyses. The results indicate that software architecture research has experienced substantial growth, characterized by increasing global collaboration and the emergence of dominant research hubs such as China, the United States, and India. Citation analysis highlights that the most influential studies are largely driven by technological tools, frameworks, and artificial intelligence innovations, reflecting a shift toward application-oriented research. Furthermore, keyword analysis reveals that while traditional topics such as architectural design and system performance remain central, emerging themes such as machine learning, cloud computing, and interdisciplinary applications—particularly in bioinformatics—are gaining prominence. The overlay and density visualizations confirm a temporal transition toward more adaptive, efficient, and data-driven architectural paradigms. Overall, this study contributes to a deeper understanding of the development and current trends in software architecture research, offering insights into future directions and supporting strategic research planning in this rapidly evolving field.
References
[1] A. Kotb, M. Abdel-Kader, A. Allam, H. Halabi, and ..., “Information technology in the British and Irish undergraduate accounting degrees,” Account. …, 2019, doi: 10.1080/09639284.2019.1588135.
[2] Y. Blount, B. Abedin, S. Vatanasakdakul, and ..., “Integrating enterprise resource planning (SAP) in the accounting curriculum: a systematic literature review and case study,” Account. …, 2016, doi: 10.1080/09639284.2016.1138136.
[3] N. Al-Abdelmalek et al., “Transforming Challenges into Opportunities for Qatar’s Food Industry: Self-Sufficiency, Sustainability, and Global Food Trade Diversification,” Sustain., vol. 15, no. 7, 2023, doi: 10.3390/su15075755.
[4] A. Azoulay, N. M. Doris, K. B. Filion, and ..., “The use of the transition cost accounting system in health services research,” 2007, resource-allocation.biomedcentral …. doi: 10.1186/1478-7547-5-11.
[5] T. Bauer, P. O. Antonino, and T. Kuhn, “Towards architecting digital twin-pervaded systems,” 2019 IEEE/ACM 7th …, 2019, [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8882862/
[6] M. Al-Okaily, R. Alghazzawi, A. F. Alkhwaldi, and ..., “The effect of digital accounting systems on the decision-making quality in the banking industry sector: a mediated-moderated model,” Glob. Knowl. …, 2022, doi: 10.1108/GKMC-01-2022-0015.
[7] A. Okon, N. Jagannath, I. Elgendi, J. M. H. Elmirghani, and ..., “Blockchain-enabled multi-operator small cell network for beyond 5G systems,” … Netw., 2020, [Online]. Available: https://ieeexplore.ieee.org/abstract/document/9136597/
[8] W. Liu, Y. Liang, X. Bao, J. Qin, and M. K. Lim, “China’s logistics development trends in the post COVID-19 era,” Int. J. …, 2022, doi: 10.1080/13675567.2020.1837760.
[9] L. A. Amaral, E. De Matos, R. T. Tiburski, F. Hessel, and ..., “Middleware technology for IoT systems: Challenges and perspectives toward 5G,” … Things 5G …, 2016, doi: 10.1007/978-3-319-30913-2_15.
[10] P. Jiang, Y. Van Fan, J. Zhou, M. Zheng, X. Liu, and ..., “Data-driven analytical framework for waste-dumping behaviour analysis to facilitate policy regulations,” Waste Manag., 2020, [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0956053X19307950
[11] I. P. Chochliouros, M. A. Kourtis, A. S. Spiliopoulou, and ..., “Energy efficiency concerns and trends in future 5G network infrastructures,” Energies, 2021, [Online]. Available: https://www.mdpi.com/1996-1073/14/17/5392
[12] M. A. Kashem, M. Shamsuddoha, and T. Nasir, “Smart Transportation and Carbon Emission from the Perspective of Artificial Intelligence, Internet of Things, and Blockchain: A Review for Sustainable Future,” 2024.
[13] H. Xie and T. C. Lau, “Evidence-Based Green Human Resource Management: A Systematic Literature Review,” Sustain., vol. 15, no. 14, 2023, doi: 10.3390/su151410941.
[14] F. C. Fenerich, K. Guedes, N. H. M. Cordeiro, G. de S. Lima, and A. L. G. De Oliveira, “Energy efficiency in industrial environments: an updated review and a new research agenda,” Rev. Gestão e Secr. (Management Adm. Prof. Rev., vol. 14, no. 3, pp. 3319–3347, 2023, doi: 10.7769/gesec.v14i3.1802.
[15] L. Zhao, Y. Zhao, J. Du, A. Desloge, Z. Hu, and G. Cao, “Mapping the Research on Health Policy and Services in the Last Decade (2009–2018): A Bibliometric Analysis,” Front. Public Heal., vol. 10, p. 773668, 2022.
[16] M. Akbari, M. Khodayari, A. Khaleghi, M. Danesh, and H. Padash, “Technological innovation research in the last six decades: a bibliometric analysis,” Eur. J. Innov. Manag., vol. 24, no. 5, pp. 1806–1831, 2021.
[17] M. N. Ngoc, C. N. Thanh, and N. N. Van, “The impact of financial decisions and manager characteristics to firm’s financial performance in SMEs: Bibliometric and systematic analysis,” Soc. Sci. Humanit. Open, vol. 12, p. 101899, 2025.
[18] M. Castillo-Vergara, I. Quispe-Fuentes, and J. Poblete, “Technological innovation in the food industry: A bibliometric analysis,” Eng. Econ., vol. 32, no. 3, pp. 197–209, 2021.
[19] E. Hadjielias, M. Christofi, P. Christou, and ..., “Digitalization, agility, and customer value in tourism,” … Forecast. Soc. …, 2022, [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0040162521007654
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Loso Judijanto

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.








