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Clustering Scientific Publications Based on Citation Relations: A Systematic Comparison of Different Methods

Citations

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Cited by:

  1. Haitham Nobanee & Fayrouz Aksam Elsaied & Nouf Alhammadi & Noora Wazir, 2023. "Bibliometric analysis and visualization of green, sustainable, and environmental insurance research," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 28(4), pages 631-648, December.
  2. Carusi, Chiara & Bianchi, Giuseppe, 2019. "Scientific community detection via bipartite scholar/journal graph co-clustering," Journal of Informetrics, Elsevier, vol. 13(1), pages 354-386.
  3. Diana Maynard & Benedetto Lepori & Johann Petrak & Xingyi Song & Philippe Laredo, 2020. "Using ontologies to map between research data and policymakers’ presumptions: the experience of the KNOWMAK project," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1275-1290, November.
  4. Jesús M. Álvarez-Llorente & Vicente P. Guerrero-Bote & Félix Moya-Anegón, 2024. "New fractional classifications of papers based on two generations of references and on the ASJC scopus scheme," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(6), pages 3493-3515, June.
  5. Wirapong Chansanam & Chunqiu Li, 2022. "Scientometrics of Poverty Research for Sustainability Development: Trend Analysis of the 1964–2022 Data through Scopus," Sustainability, MDPI, vol. 14(9), pages 1-19, April.
  6. Yang Liu & Jianjun Dong & Ling Shen, 2020. "A Conceptual Development Framework for Prefabricated Construction Supply Chain Management: An Integrated Overview," Sustainability, MDPI, vol. 12(5), pages 1-29, March.
  7. Leo Capari & Harald Wilfing & Andreas Exner & Thomas Höflehner & Daniela Haluza, 2022. "Cooling the City? A Scientometric Study on Urban Green and Blue Infrastructure and Climate Change-Induced Public Health Effects," Sustainability, MDPI, vol. 14(9), pages 1-19, April.
  8. Tomasz Zema & Adam Sulich, 2022. "Models of Electricity Price Forecasting: Bibliometric Research," Energies, MDPI, vol. 15(15), pages 1-18, August.
  9. Chiara Carusi & Giuseppe Bianchi, 2020. "A look at interdisciplinarity using bipartite scholar/journal networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(2), pages 867-894, February.
  10. Sjögårde, Peter & Ahlgren, Per, 2018. "Granularity of algorithmically constructed publication-level classifications of research publications: Identification of topics," Journal of Informetrics, Elsevier, vol. 12(1), pages 133-152.
  11. Kevin W. Boyack, 2017. "Investigating the effect of global data on topic detection," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 999-1015, May.
  12. Carlos Olmeda-Gómez & Carlos Romá-Mateo & Maria-Antonia Ovalle-Perandones, 2019. "Overview of trends in global epigenetic research (2009–2017)," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(3), pages 1545-1574, June.
  13. Paul Donner, 2021. "Validation of the Astro dataset clustering solutions with external data," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1619-1645, February.
  14. Jochen Gläser & Wolfgang Glänzel & Andrea Scharnhorst, 2017. "Same data—different results? Towards a comparative approach to the identification of thematic structures in science," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 981-998, May.
  15. Matthias Held & Grit Laudel & Jochen Gläser, 2021. "Challenges to the validity of topic reconstruction," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(5), pages 4511-4536, May.
  16. Jiang, Kai & Ashworth, Peta, 2021. "The development of Carbon Capture Utilization and Storage (CCUS) research in China: A bibliometric perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
  17. Hua Zheng & Min Guo & Qian Wang & Qinghai Zhang & Noriko Akita, 2023. "A Bibliometric Analysis of Current Knowledge Structure and Research Progress Related to Urban Community Garden Systems," Land, MDPI, vol. 12(1), pages 1-34, January.
  18. Luis Gerardo Hernández García, 2022. "Transport equipment network analysis: the value-added contribution," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 11(1), pages 1-25, December.
  19. Álvarez-Llorente, Jesús M. & Guerrero-Bote, Vicente P. & Moya-Anegón, Félix, 2025. "New paper-by-paper classification for Scopus based on references reclassified by the origin of the papers citing them," Journal of Informetrics, Elsevier, vol. 19(2).
  20. Sitaram Devarakonda & Dmitriy Korobskiy & Tandy Warnow & George Chacko, 2020. "Viewing computer science through citation analysis: Salton and Bergmark Redux," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(1), pages 271-287, October.
  21. Li, Menghui & Yang, Liying & Zhang, Huina & Shen, Zhesi & Wu, Chensheng & Wu, Jinshan, 2017. "Do mathematicians, economists and biomedical scientists trace large topics more strongly than physicists?," Journal of Informetrics, Elsevier, vol. 11(2), pages 598-607.
  22. Juan Pablo Bascur & Suzan Verberne & Nees Jan Eck & Ludo Waltman, 2025. "Which topics are best represented by science maps? An analysis of clustering effectiveness for citation and text similarity networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(2), pages 1181-1199, February.
  23. Maria Magdalena Turek Rahoveanu & Valentin Serban & Adrian Gheorghe Zugravu & Adrian Turek Rahoveanu & Dragoș Sebastian Cristea & Petronela Nechita & Cristian Silviu Simionescu, 2022. "Perspectives on Smart Villages from a Bibliometric Approach," Sustainability, MDPI, vol. 14(17), pages 1-17, August.
  24. Fan, Yangliu & Lehmann, Sune & Blok, Anders, 2022. "Extracting the interdisciplinary specialty structures in social media data-based research: A clustering-based network approach," Journal of Informetrics, Elsevier, vol. 16(3).
  25. Giovanni Colavizza, 2017. "The structural role of the core literature in history," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(3), pages 1787-1809, December.
  26. Yuya Kajikawa, 2022. "Reframing evidence in evidence-based policy making and role of bibliometrics: toward transdisciplinary scientometric research," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5571-5585, September.
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