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Bibliometrics beyond citations: introducing mention extraction and analysis

Author

Listed:
  • Eugenio Petrovich

    (University of Turin
    University of Tilburg)

  • Sander Verhaegh

    (University of Tilburg)

  • Gregor Bös

    (University of Tilburg)

  • Claudia Cristalli

    (University of Tilburg)

  • Fons Dewulf

    (University of Tilburg)

  • Ties Gemert

    (University of Tilburg)

  • Nina IJdens

    (University of Tilburg)

Abstract

Standard citation-based bibliometric tools have severe limitations when they are applied to periods in the history of science and the humanities before the advent of now-current citation practices. This paper presents an alternative method involving the extracting and analysis of mentions to map and analyze links between scholars and texts in periods that fall outside the scope of citation-based studies. Focusing on one specific discipline in one particular period and language area—Anglophone philosophy between 1890 and 1979—we describe a procedure to create a mention index by identifying, extracting, and disambiguating mentions in academic publications. Our mention index includes 1,095,765 mention links, extracted from 22,977 articles published in 12 journals. We successfully link 93% of these mentions to specific philosophers, with an estimated precision of 82% to 91%. Moreover, we integrate the mention index into a database named EDHIPHY, which includes data and metadata from multiple sources and enables multidimensional mention analyses. In the final part of the paper, we present four case studies conducted by domain experts, demonstrating the use and the potential of both EDHIPHY and mention analyses more generally.

Suggested Citation

  • Eugenio Petrovich & Sander Verhaegh & Gregor Bös & Claudia Cristalli & Fons Dewulf & Ties Gemert & Nina IJdens, 2024. "Bibliometrics beyond citations: introducing mention extraction and analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(9), pages 5731-5768, September.
    • Handle: RePEc:spr:scient:v:129:y:2024:i:9:d:10.1007_s11192-024-05116-x
    DOI: 10.1007/s11192-024-05116-x
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    References listed on IDEAS

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    1. L. Leydesdorff & P. Wouters, 1999. "Between texts and contexts: Advances in theories of citation? (A rejoinder)," Scientometrics, Springer;Akadémiai Kiadó, vol. 44(2), pages 169-182, February.
    2. Mingers, John & Leydesdorff, Loet, 2015. "A review of theory and practice in scientometrics," European Journal of Operational Research, Elsevier, vol. 246(1), pages 1-19.
    3. Henry Small, 2003. "Paradigms, citations, and maps of science: A personal history," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 54(5), pages 394-399, March.
    4. Marlies Olensky & Marion Schmidt & Nees Jan Eck, 2016. "Evaluation of the citation matching algorithms of CWTS and iFQ in comparison to the Web of science," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(10), pages 2550-2564, October.
    5. Guillaume Cabanac, 2014. "Extracting and quantifying eponyms in full-text articles," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(3), pages 1631-1645, March.
    6. Henry Small, 1973. "Co‐citation in the scientific literature: A new measure of the relationship between two documents," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 24(4), pages 265-269, July.
    7. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    8. William P. Jones & George W. Furnas, 1987. "Pictures of relevance: A geometric analysis of similarity measures," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 38(6), pages 420-442, November.
    9. Mengjie Cheng & Daniel Scott Smith & Xiang Ren & Hancheng Cao & Sanne Smith & Daniel A. McFarland, 2023. "How New Ideas Diffuse in Science," American Sociological Review, , vol. 88(3), pages 522-561, June.
    10. Henry Small, 2010. "Referencing through history: how the analysis of landmark scholarly texts can inform citation theory," Research Evaluation, Oxford University Press, vol. 19(3), pages 185-193, September.
    11. Eugenio Petrovich, 2018. "Accumulation of knowledge in para-scientific areas: the case of analytic philosophy," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(2), pages 1123-1151, August.
    12. Waltman, Ludo & van Eck, Nees Jan & Noyons, Ed C.M., 2010. "A unified approach to mapping and clustering of bibliometric networks," Journal of Informetrics, Elsevier, vol. 4(4), pages 629-635.
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