Journal of Transportation and Logistics

JTL

SUBMITINFORMATION
EnglishTürkçe

Research Article


DOI :10.26650/JTL.2025.1545705   IUP :10.26650/JTL.2025.1545705    Full Text (PDF)

Word Cloud Analysis of Special Issues in Maritime Transportation Journals

Bayram Bilge Sağlam

Due to the dynamic structure of maritime transportation, research in this field must proceed in parallel with current sectoral developments. In this sense, the regular issues of maritime transportation-themed academic journals undoubtedly contribute to sectoral development. However, unlike regular issues, journal special issues, which direct the research focus of the scientific community with thematic calls that reflect sectoral development, undertake a valuable function in order to produce rapid scientific solutions to the sectoral needs. Therefore, an examination of the articles brought together in special issues can be used to follow the emerging themes in the relevant field. To conduct word cloud analysis on special topics in maritime transportation-related journals, 353 articles in 73 special issues of 17 journals published between 2013-2023 were compiled. By interpreting the word clouds obtained from the titles and keywords of relevant publications, the themes that came to the fore were identified. Findings show that words related to environmental sustainability, China’s Belt and Road Initiative, risk management and network design are the prominent themes. Besides demonstrating the trends in maritime transportation research, this article also proposes a method to conduct a word cloud-based preliminary analysis, aiding researchers in detecting current themes to direct their academic focus.

Keywords: Maritime Transportation, Special Issues, Word Cloud

PDF View

References

  • Abazi-Bexheti, L., Kadriu, A., & Apostolova, M. (2020). Word cloud analytics of the computer science research publications’ titles over the past half century. In 2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO) (pp. 887-892). IEEE. google scholar
  • Akpinar, H., & Özer-Çaylan, D. (2023). Organizational resilience in maritime business: A systematic literature review. Management Research Review, 46(2), 245-267. https://doi.org/10.1108/MRR-12-2021-0866 google scholar
  • Alam, A., Mellinia, R., Ratnasari, R. T., & Ma’aruf, A. (2023). A systematic review of halal hotels: A word cloud and thematic analysis of articles from the Scopus database. International Journal of Advanced and Applied Sciences, 10(8), 166-175. https://doi.org/10. 21833/ijaas.2023.08.019 google scholar
  • Almklov, P. G., & Lamvik, G. M. (2018). Taming a globalized industrY-Forces and counter forces influencing maritime safetY. Marine Policy, 96, 175-183. https://doi.org/10.1016/j.marpol.2018.08.023 google scholar
  • An, J. (2024). Maritime logistics and digital transformation with big data: Review and research trend. Maritime Business Review, 9(3), 229-242. https://doi.org/10.1108/MABR-10-2023-0069 google scholar
  • Argento, D., & van Helden, J. (2022). Are public sector accounting researchers going through an identitY shift due to the increasing importance of journal rankings? Critical Perspectives on Accounting, 102537. https://doi.org/10.1016/j.cpa.2022.102537 google scholar
  • Bai, X., Zhang, X., Li, K. X., Zhou, Y., & Yuen, K. F. (2021). Research topics and trends in the maritime transport: A structural topic model. Transport Policy, 102, 11-24. https://doi.org/10.1016/j.tranpol.2020.12.013 google scholar
  • Brindha, T., & Murugesapandian, N. (2016). Scientometrics tools and techniques: An overview. Shanlax International Journal of Arts, Science & Humanities, 4(2), 90-92. google scholar
  • Cerit, A. (2000). Maritime transport as an area of competitive advantage in international marketing. Maritime Economics & Logistics, google scholar
  • 2(1), 49-67. https://doi.Org/l0.1057/ijme.2000.6 google scholar
  • Farris, M. T. (1997). Evolution of academic concerns with transportation and logistics. Transportation Journal, 37(1), 42-50. google scholar
  • Herbert, R. (2020). Accept me, accept me not: What do journal acceptance rates really mean? Available at SSRN: https://ssrn.com/ abstract=3526365 google scholar
  • Kalmukov, Y. (2021). Using word clouds for fast identification of papers' subject domain and reviewers' competences. arXiv. https://arxiv. org/abs/2112.14861 google scholar
  • Knöchelmann, M., Hesselmann, F., Reinhart, M., & Schendzielorz, C. (2022). The rise of the guest editor—Discontinuities of editorship in scholarly publishing. Frontiers in Research Metrics and Analytics, 6, 748171. google scholar
  • Kuckartz, U., & Radiker, S. (2019). Analyzing qualitative Data with MAXQDA. Cham: Springer International Publishing. google scholar
  • Larsen, P., & von Ins, M. (2010). The rate of growth in scientific publication and the decline in coverage provided by science citation index. Scientometrics, 84(3), 575-603. https://doi.org/10.1007/s11192-010-0202-z google scholar
  • Linton, J. D., Tierney, R., & Walsh, S. T. (2012). What are research expectations? A comparative study of different academic disciplines. google scholar
  • Serials Review, 38(4), 228-234. https://doi.org/10.1016/j.serrev.2012.10.001 google scholar
  • Mingers, J., & Leydesdorff, L. (2015). A review of theory and practice in scientometrics. European Journal of Operational Research, 246(1), 1-19. https://doi.org/10.1016/j.ejor.2015.04.002 google scholar
  • Shin, S. H., Kwon, O. K., Ruan, X., Chhetri, P., Lee, P. T. W., & Shahparvari, S. (2018). Analyzing sustainability literature in maritime studies with text mining. Sustainability, 10(10), 3522. https://doi.org/10.3390/su10103522 google scholar
  • Taylor & Francis Online. (2023). Maritime policy & management: Journal information. Retrieved from https://www.tandfonline.com/ action/journalInformation?journalCode=tmpm20 google scholar
  • Thakur, K., & Kumar, V. (2022). Application of text mining techniques on scholarly research articles: Methods and tools. New Review of AcaDemic Librarianship, 28(3), 279-302. https://doi.org/10.1080/13614533.2021.1918190 google scholar

Citations

Copy and paste a formatted citation or use one of the options to export in your chosen format


EXPORT



APA

Sağlam, B.B. (2019). Word Cloud Analysis of Special Issues in Maritime Transportation Journals. Journal of Transportation and Logistics, 0(0), -. https://doi.org/10.26650/JTL.2025.1545705


AMA

Sağlam B B. Word Cloud Analysis of Special Issues in Maritime Transportation Journals. Journal of Transportation and Logistics. 2019;0(0):-. https://doi.org/10.26650/JTL.2025.1545705


ABNT

Sağlam, B.B. Word Cloud Analysis of Special Issues in Maritime Transportation Journals. Journal of Transportation and Logistics, [Publisher Location], v. 0, n. 0, p. -, 2019.


Chicago: Author-Date Style

Sağlam, Bayram Bilge,. 2019. “Word Cloud Analysis of Special Issues in Maritime Transportation Journals.” Journal of Transportation and Logistics 0, no. 0: -. https://doi.org/10.26650/JTL.2025.1545705


Chicago: Humanities Style

Sağlam, Bayram Bilge,. “Word Cloud Analysis of Special Issues in Maritime Transportation Journals.” Journal of Transportation and Logistics 0, no. 0 (Mar. 2025): -. https://doi.org/10.26650/JTL.2025.1545705


Harvard: Australian Style

Sağlam, BB 2019, 'Word Cloud Analysis of Special Issues in Maritime Transportation Journals', Journal of Transportation and Logistics, vol. 0, no. 0, pp. -, viewed 10 Mar. 2025, https://doi.org/10.26650/JTL.2025.1545705


Harvard: Author-Date Style

Sağlam, B.B. (2019) ‘Word Cloud Analysis of Special Issues in Maritime Transportation Journals’, Journal of Transportation and Logistics, 0(0), pp. -. https://doi.org/10.26650/JTL.2025.1545705 (10 Mar. 2025).


MLA

Sağlam, Bayram Bilge,. “Word Cloud Analysis of Special Issues in Maritime Transportation Journals.” Journal of Transportation and Logistics, vol. 0, no. 0, 2019, pp. -. [Database Container], https://doi.org/10.26650/JTL.2025.1545705


Vancouver

Sağlam BB. Word Cloud Analysis of Special Issues in Maritime Transportation Journals. Journal of Transportation and Logistics [Internet]. 10 Mar. 2025 [cited 10 Mar. 2025];0(0):-. Available from: https://doi.org/10.26650/JTL.2025.1545705 doi: 10.26650/JTL.2025.1545705


ISNAD

Sağlam, BayramBilge. “Word Cloud Analysis of Special Issues in Maritime Transportation Journals”. Journal of Transportation and Logistics 0/0 (Mar. 2025): -. https://doi.org/10.26650/JTL.2025.1545705



TIMELINE


Submitted09.09.2024
Accepted18.01.2025
Published Online19.02.2025

LICENCE


Attribution-NonCommercial (CC BY-NC)

This license lets others remix, tweak, and build upon your work non-commercially, and although their new works must also acknowledge you and be non-commercial, they don’t have to license their derivative works on the same terms.


SHARE




Istanbul University Press aims to contribute to the dissemination of ever growing scientific knowledge through publication of high quality scientific journals and books in accordance with the international publishing standards and ethics. Istanbul University Press follows an open access, non-commercial, scholarly publishing.