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Making the Complete OpenAIRE Citation Graph Easily Accessible Through Compact Data Representation Cover

Making the Complete OpenAIRE Citation Graph Easily Accessible Through Compact Data Representation

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Open Access
|Apr 2026

References

  1. Bloch, F., Jackson, M. O., & Tebaldi, P. (2023). Centrality measures in networks. Social Choice and Welfare, 61(2), 413453. 10.1007/s00355-023-01456-4
  2. Caetano Machado Lopes, L., & Chacko, G. (2024). A Citation Graph from OpenAlex (Works). University of Illinois Urbana-Champaign. 10.13012/B2IDB-7362697_V1
  3. Carradore, M. (2022). Academic research output on social capital: a bibliometric and visualization analysis. International Journal of Sociology and Social Policy, 42(13/14), 113134. 10.1108/IJSSP-11-2022-0281
  4. Ciuciu-Kiss, J. T., & Garijo, D. (2024a). Assessing the overlap of science knowledge graphs: A quantitative analysis. In International workshop on natural scientific language processing and research knowledge graphs (pp. 171185). 10.1007/978-3-031-65794-8_11
  5. Ciuciu-Kiss, J. T., & Garijo, D. (2024b). Assessing the overlap of science knowledge graphs: A quantitative analysis. In G. Rehm, S. Dietze, S. Schimmler, & F. Krüger (Eds.), Natural scientific language processing and research knowledge graphs (pp. 171185). Springer Nature Switzerland. 10.1007/978-3-031-65794-8_11
  6. Costa, A. A., & Frigori, R. B. (2024). Complexity and phase transitions in citation networks: insights from artificial intelligence research. Frontiers in Research Metrics and Analytics, 9, 1456978. 10.3389/frma.2024.1456978
  7. Crothers, C., Bornmann, L., & Haunschild, R. (2020). Citation concept analysis (CCA) of Robert K. Merton’s book Social Theory and Social Structure: How often are certain concepts from the book cited in subsequent publications? Quantitative Science Studies, 1(2), 675690. 10.1162/qss_a_00029
  8. Culbert, J. H., Hobert, A., Jahn, N., Haupka, N., Schmidt, M., Donner, P., & Mayr, P. (2025). Reference coverage analysis of OpenAlex compared to web of science and scopus. Scientometrics, 130(4), 24752492. 10.1007/s11192-025-05293-3
  9. Dederke, J., Koch, M., & Willemin, S. (2024). The representation of Swiss higher education institutions in five bibliometric databases. Qualität in der Wissenschaft, 2024(4), 117124. 10.3929/ethz-b-000726102
  10. Drivas, K. (2024). The evolution of order of authorship based on researchers’ age. Scientometrics, 129(9), 56155633. 10.1007/s11192-024-05124-x
  11. Fortunato, S. (2010). Community detection in graphs. Physics reports, 486(3-5), 75174. 10.1016/j.physrep.2009.11.002
  12. Frank, M. R., Wang, D., Cebrian, M., & Rahwan, I. (2019). The evolution of citation graphs in artificial intelligence research. Nature Machine Intelligence, 1(2), 7985. 10.1038/s42256-019-0024-5
  13. González-Márquez, R., Schmidt, L., Schmidt, B. M., Berens, P., & Kobak, D. (2024). The landscape of biomedical research. Patterns, 5(6). 10.1016/j.patter.2024.100968
  14. Hendricks, G., Tkaczyk, D., Lin, J., & Feeney, P. (2020). Crossref: The sustainable source of community-owned scholarly metadata. Quantitative Science Studies, 1(1), 414427. 10.1162/qss_a_00022
  15. Jaradeh, M. Y., Oelen, A., Farfar, K. E., Prinz, M., D’Souza, J., Kismihók, G., … Auer, S. (2019). Open research knowledge graph: Next generation infrastructure for semantic scholarly knowledge. In Proceedings of the 10th international conference on knowledge capture (pp. 243246). 10.1145/3360901.3364435
  16. Kipf, T. (2016). Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907. 10.48550/arXiv.1609.02907
  17. Kitajima, K., & Okamura, K. (2025). The altering landscape of us–china science collaboration: from convergence to divergence. Humanities and Social Sciences Communications, 12(1), 111. 10.1057/s41599-025-04550-3
  18. Leskovec, J., & Sosič, R. (2016). Snap: A general-purpose network analysis and graph-mining library. ACM Transactions on Intelligent Systems and Technology (TIST), 8(1), 120. 10.1145/2898361
  19. Manghi, P., Atzori, C., Bardi, A., Baglioni, M., Dimitropoulos, H., La Bruzzo, S., … Chatzopoulos, S. (2025, September). OpenAIRE graph dataset. OpenAIRE. 10.5281/zenodo.17098012
  20. Martín-Martín, A., Thelwall, M., Orduna-Malea, E., & Delgado López-Cózar, E. (2021). Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations. Scientometrics, 126(1), 871906. 10.1007/s11192-020-03690-4
  21. Peroni, S., & Shotton, D. (2020). Opencitations, an infrastructure organization for open scholarship. Quantitative Science Studies, 1(1), 428444. 10.1162/qss_a_00023
  22. Priem, J., Piwowar, H., & Orr, R. (2022). OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts. arXiv preprint arXiv:2205.01833. 10.48550/arXiv.2205.01833
  23. Rettberg, N., & Schmidt, B. (2012). OpenAIRE-Building a collaborative open access infrastructure for european researchers. LIBER Quarterly: The Journal of the Association of European Research Libraries, 22(3), 160175. 10.18352/lq.8110
  24. Skarding, J., Gabrys, B., & Musial, K. (2021). Foundations and modeling of dynamic networks using dynamic graph neural networks: A survey. IEEE Access, 9, 7914379168. DOI: 10.1109/ACCESS.2021.3082932
  25. The pandas development team. (2026, January). pandas-dev/pandas: Pandas. Zenodo. 10.5281/zenodo.18328522
  26. Xiao, Z., Fan, L., Yu, Z., & Liu, X. (2025). Characterizing pandemic-related publications: a retrospective study using spatial citation network analysis. Computational Urban Science, 5(1), 25. 10.1007/s43762-025-00184-y
  27. Zaharia, M., Xin, R. S., Wendell, P., Das, T., Armbrust, M., Dave, A., … others (2016). Apache spark: a unified engine for big data processing. Communications of the ACM, 59(11), 5665. 10.1145/2934664
DOI: https://doi.org/10.5334/johd.520 | Journal eISSN: 2059-481X
Language: English
Page range: 63 - 63
Submitted on: Feb 13, 2026
Accepted on: Apr 10, 2026
Published on: Apr 30, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Joakim Skarding, Pavel Sanda, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.