Skip to main content

Researching Digital Society: Using Data-Mining to Identify Relevant Themes from an Open Access Journal

  • Conference paper
  • First Online:
Electronic Participation (ePart 2021)

Abstract

Open Access scholarly literature is scientific output free from economic barriers and copyright restrictions. Using a case study approach, data mining methods and qualitative analysis, the scholarly output and the meta-data of the Open Access eJournal of e-Democracy and Open Government during the time interval 2009–2020 was analysed. Our study was able to identify the most prominent research topics (defined as thematic clusters) of the journal, their evolution over time and how these were influenced by journal management factors. This kind of analysis helps editors to develop an editorial strategy, decide on the thematic development of the journal and address the expectations of future authors of the journal. It further can provide insights about research themes and trends within a scholarly community and their development over time.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Edelmann, N., Schoßböck, J.: Open access perceptions, strategies, and digital literacies: a case study of a scholarly-led journal. Publications, vol. 8 (2020)

    Google Scholar 

  2. Alperin, J.P., Gomez, C.J., Haustein, S.: Identifying diffusion patterns of research articles on Twitter: a case study of online engagement with open access articles. Public Understanding of Science (2018)

    Google Scholar 

  3. Bach, T.A., Ray-Sannerud, B.: Benefits of open access articles for industry. Nordic Perspectives on Open Science, vol. 1 (2017)

    Google Scholar 

  4. Shehata, A., Ellis, D., Foster, A.: Scholarly communication trends in the digital age. The Electronic Library (2015)

    Google Scholar 

  5. Agate, N.: From Evaluated Outputs to Values-Embedded Practices. Septentrio Conference Series (2020)

    Google Scholar 

  6. European Science Foundation. www.coalition-s.org. Accessed on 01 June 2020

  7. International Science Council. https://council.science/current/blog/could-plan-s-be-a-turning-point-for-global-open-science-interview-with-robert-jan-smits/. Accessed on 23 Jan 2019

  8. Johannessen, M., Berntzen, L.: A decade of eParticipation research: an overview of the ePart conference 2009–2018. In: Panagiotopoulos, P., et al. (eds.) Electronic Participation: 11th IFIP WG 8.5 International Conference, ePart 2019, San Benedetto Del Tronto, Italy, September 2–4, 2019, Proceedings, pp. 3–14. Springer International Publishing, Cham (2019). https://doi.org/10.1007/978-3-030-27397-2_1

  9. Götz, N., Marklund, C.: The Paradox of Openness: Transparency and Participation in Nordic Cultures of Consensus. BRILL (2015). https://doi.org/10.1163/9789004281196

    Book  Google Scholar 

  10. Sveinsdottir, T., Wessels, B., Finn, R., Wadhwa, K.: Open Data and the Knowledge Society. Amsterdam University Press (2017). https://doi.org/10.1515/9789048529360

    Book  Google Scholar 

  11. Parycek, P., Schossböck, J.: Adopting a new political culture: obstacles and opportunities for open government in Austria. In: Book Adopting a New Political Culture: Obstacles and Opportunities for Open Government in Austria, pp. 210–236 (2014)

    Google Scholar 

  12. Chesbrough, H.W.: The era of open access. Managing Innovation and Change, 127 pp. (2016)

    Google Scholar 

  13. Sachs, M., Parycek, P.: Open government - information flow in Web 2.0. Euro. J. ePractice 9, 1–70 (2010)

    Google Scholar 

  14. Sæbø, Ø., Rose, J., Flak, L.S.: The shape of eParticipation: characterizing an emerging research area. Gov. Inf. Q. 25(3), 400–428 (2008)

    Article  Google Scholar 

  15. Rodríguez Bolívar, M.P., Alcaide Muñoz, L., López Hernández, A.M.: Scientometric study of the progress and development of e-government research during the period 2000–2012. Inf. Technol. Dev. 22, 36–74 (2016)

    Article  Google Scholar 

  16. Chaudhuri, R., Chavan, G., Vadalkar, S., Vrontis, D., Pereira, V.: Two-decade bibliometric overview of publications in the journal of knowledge management. In: Book Two-decade bibliometric overview of publications in the Journal of Knowledge Management (2020)

    Google Scholar 

  17. Sharma, A., Rana, N.P., Nunkoo, R.: Fifty years of information management research: a conceptual structure analysis using structural topic modeling. Int. J. Inf. Manage. 58, 102316 (2021)

    Google Scholar 

  18. Das, S., Dixon, K., Sun, X., Dutta, A., Zupancich, M.: Trends in transportation research exploring content analysis in topics. In: Book Trends in transportation research exploring content analysis in topics, pp. 27–38 (2017)

    Google Scholar 

  19. Schoßböck, J., Edelmann, N., Rizun, N., Zuiderwijk, A.: Scholarly research and publications over time: identifying trends for an open access journal by applying data-mining methods. In: Book Scholarly Research and Publications Over Time: Identifying Trends for an Open Access Journal by Applying Data-Mining Methods (2020)

    Google Scholar 

  20. Dridi, A., Gaber, M.M., Azad, R.M.A., Bhogal, J.: Scholarly data mining: a systematic review of its applications. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, pp. 1–23 (2020)

    Google Scholar 

  21. Teixeira Da Silva, J.A.: Conflicts of Interest Arising from Simultaneous Service by Editors of Competing Journals or Publishers. Publications 2021, vol. 9 (2021)

    Google Scholar 

  22. Viale Pereira, G., et al.: South American expert roundtable: increasing adaptive governance capacity for coping with unintended side effects of digital transformation 12(2), 718 (2020)

    Google Scholar 

  23. Yin, R.K.: Case Study Research: Design and Methods, 5th edn. SAGE Publications (2014)

    Google Scholar 

  24. Hassani, H., Beneki, C., Unger, S., Mazinani, M.T., Yeganegi, M.R.: Text mining in big data analytics. Big Data Cogn. Comput. 4, 1–34 (2020)

    Article  Google Scholar 

  25. Qayyum, F., Afzal, M.T.: Identification of important citations by exploiting research articles’ metadata and cue-terms from content. Scientometrics 118(1), 21–43 (2018). https://doi.org/10.1007/s11192-018-2961-x

    Article  Google Scholar 

  26. Blei, D.M., Ng, A.Y., Edu, J.: Latent dirichlet allocation. In: Book Latent Dirichlet Allocation, pp. 993–1022 (2003)

    Google Scholar 

  27. Sloan, A., Bowe, B.: Phenomenology and hermeneutic phenomenology: the philosophy, the methodologies, and using hermeneutic phenomenology to investigate lecturers’ experiences of curriculum design. Qual. Quant. 48, 1291–1303 (2014)

    Article  Google Scholar 

  28. Guillemin, M., Gillam, L.: Ethics, reflexivity, and “ethically important moments” in research. Qual. Inq. 10, 261–280 (2004)

    Article  Google Scholar 

  29. Lathrop, D., Ruma, L.: Open Government. Collaboration, Transparency, and Participation in Practice (2010)

    Google Scholar 

  30. Pranckutė, R.: Web of Science (WoS) and scopus: The titans of bibliographic information in Today’s Academic World. Publications 9(1), 12 (2021)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Noella Edelmann .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 IFIP International Federation for Information Processing

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Schoßböck, J., Edelmann, N., Rizun, N. (2021). Researching Digital Society: Using Data-Mining to Identify Relevant Themes from an Open Access Journal. In: Edelmann, N., et al. Electronic Participation. ePart 2021. Lecture Notes in Computer Science(), vol 12849. Springer, Cham. https://doi.org/10.1007/978-3-030-82824-0_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-82824-0_4

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-82823-3

  • Online ISBN: 978-3-030-82824-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics