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Experimenting with the partnership ability φ-index on a million computer scientists

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  • Guillaume Cabanac

    (University of Toulouse)

Abstract

Schubert introduced the partnership ability φ-index relying on a researcher’s number of co-authors and collaboration rate. As a Hirsch-type index, φ was expected to be consistent with Schubert–Glänzel’s model of h-index. Schubert demonstrated this relationship with the 34 awardees of the Hevesy medal in the field of nuclear and radiochemistry (r 2 = 0.8484). In this paper, we upscale this study by testing the φ-index on a million researchers in computer science. We found that the Schubert–Glänzel’s model correlates with the million empirical φ values (r 2 = 0.8695). In addition, machine learning through symbolic regression produces models whose accuracy does not exceed a 6.1 % gain (r 2 = 0.9227). These results suggest that the Schubert–Glänzel’s model of φ-index is accurate and robust on the domain-wide bibliographic dataset of computer science.

Suggested Citation

  • Guillaume Cabanac, 2013. "Experimenting with the partnership ability φ-index on a million computer scientists," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(1), pages 1-9, July.
    • Handle: RePEc:spr:scient:v:96:y:2013:i:1:d:10.1007_s11192-012-0862-y
    DOI: 10.1007/s11192-012-0862-y
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    References listed on IDEAS

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    Cited by:

    1. Fatima Baji & Ismail Mostafavi & Parastoo Parsaei-Mohammadi & Zivar Sabaghinejad, 2021. "Partnership ability and co-authorship network of information literacy field," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 8205-8216, September.
    2. Zivar Sabaghinejad & Farideh Osareh & Fatima Baji & Parastou Parsaei Mohammadi, 2016. "Estimating the partnership ability of Scientometrics journal authors based on WoS from 2001 to 2013 according to ϕ-index1," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(1), pages 73-84, October.
    3. Guillaume Cabanac & Gilles Hubert & Béatrice Milard, 2015. "Academic careers in Computer Science: continuance and transience of lifetime co-authorships," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 135-150, January.
    4. Filippo Radicchi & Claudio Castellano, 2013. "Analysis of bibliometric indicators for individual scholars in a large data set," Scientometrics, Springer;Akadémiai Kiadó, vol. 97(3), pages 627-637, December.
    5. Béatrice Milard & Yoann Pitarch, 2023. "Egocentric cocitation networks and scientific papers destinies," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 74(4), pages 415-433, April.

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