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Mapping the backbone of the Humanities through the eyes of Wikipedia

Author

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  • Torres-Salinas, Daniel
  • Romero-Frías, Esteban
  • Arroyo-Machado, Wenceslao

Abstract

The present study aims to establish a valid method by which to apply the co-citation methodology to Wikipedia article references and, subsequently, to map these relationships between scientific papers. This method, originally applied to scientific literature, will be transferred to the digital environment of collective knowledge generation. To this end, a dataset containing Wikipedia references collected from Altmetric and Scopus’ Journal Metrics journals has been used. The articles have been categorized according to the disciplines and specialties established in the All Science Journal Classification (ASJC). They have also been grouped by journal of publication. A set of articles in the Humanities, comprising 25555 Wikipedia articles with 41655 references to 32245 resources, has been selected. Finally, a descriptive statistical study has been conducted and co-citations have been mapped using networks and indicators of degree and betweenness centrality.

Suggested Citation

  • Torres-Salinas, Daniel & Romero-Frías, Esteban & Arroyo-Machado, Wenceslao, 2019. "Mapping the backbone of the Humanities through the eyes of Wikipedia," Journal of Informetrics, Elsevier, vol. 13(3), pages 793-803.
    • Handle: RePEc:eee:infome:v:13:y:2019:i:3:p:793-803
    DOI: 10.1016/j.joi.2019.07.002
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    References listed on IDEAS

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    1. Loet Leydesdorff & Adina Nerghes, 2017. "Co-word maps and topic modeling: A comparison using small and medium-sized corpora (N > 1,000)," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(4), pages 1024-1035, April.
    2. Heather Piwowar, 2013. "Value all research products," Nature, Nature, vol. 493(7431), pages 159-159, January.
    3. Loet Leydesdorff & Björn Hammarfelt & Almila Salah, 2011. "The structure of the Arts & Humanities Citation Index: A mapping on the basis of aggregated citations among 1,157 journals," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(12), pages 2414-2426, December.
    4. 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.
    5. Loet Leydesdorff & Félix de Moya-Anegón & Vicente P. Guerrero-Bote, 2010. "Journal maps on the basis of Scopus data: A comparison with the Journal Citation Reports of the ISI," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(2), pages 352-369, February.
    6. Liwen Vaughan & Margaret E. I. Kipp & Yijun Gao, 2007. "Why are Websites co-linked? The case of Canadian universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 72(1), pages 81-92, July.
    7. Silva, F.N. & Viana, M.P. & Travençolo, B.A.N. & Costa, L. da F., 2011. "Investigating relationships within and between category networks in Wikipedia," Journal of Informetrics, Elsevier, vol. 5(3), pages 431-438.
    8. Antonio Eleazar Serrano-López & Peter Ingwersen & Elias Sanz-Casado, 2017. "Wind power research in Wikipedia: Does Wikipedia demonstrate direct influence of research publications and can it be used as adequate source in research evaluation?," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(3), pages 1471-1488, September.
    9. Alesia Zuccala, 2006. "Author Cocitation Analysis is to intellectual structure as Web Colink Analysis is to …?," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(11), pages 1487-1502, September.
    10. Ismael Rafols & Alan L. Porter & Loet Leydesdorff, 2010. "Science overlay maps: A new tool for research policy and library management," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(9), pages 1871-1887, September.
    11. Howard D. White, 2003. "Pathfinder networks and author cocitation analysis: A remapping of paradigmatic information scientists," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 54(5), pages 423-434, March.
    12. Félix Moya-Anegón & Benjamín Vargas-Quesada & Victor Herrero-Solana & Zaida Chinchilla-Rodríguez & Elena Corera-Álvarez & Francisco J. Munoz-Fernández, 2004. "A new technique for building maps of large scientific domains based on the cocitation of classes and categories," Scientometrics, Springer;Akadémiai Kiadó, vol. 61(1), pages 129-145, September.
    13. Katherine W. McCain, 1990. "Mapping authors in intellectual space: A technical overview," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 433-443, September.
    14. Torres-Salinas, Daniel & Rodríguez-Sánchez, Rosa & Robinson-García, Nicolás & Fdez-Valdivia, J. & García, J.A., 2013. "Mapping citation patterns of book chapters in the Book Citation Index," Journal of Informetrics, Elsevier, vol. 7(2), pages 412-424.
    15. Esteban Romero-Frías & Liwen Vaughan, 2010. "European political trends viewed through patterns of Web linking," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(10), pages 2109-2121, October.
    16. Esteban Romero‐Frías & Liwen Vaughan, 2010. "European political trends viewed through patterns of Web linking," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(10), pages 2109-2121, October.
    17. Don Fallis, 2008. "Toward an epistemology of Wikipedia," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 59(10), pages 1662-1674, August.
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    Cited by:

    1. Wenceslao Arroyo-Machado & Daniel Torres-Salinas & Nicolas Robinson-Garcia, 2021. "Identifying and characterizing social media communities: a socio-semantic network approach to altmetrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(11), pages 9267-9289, November.

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