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Predictive power of conference-related factors on citation rates of conference papers

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  • Danielle H. Lee

    (Sangmyung University)

Abstract

This paper aims to determine the factors significantly predicting the future citation rates of conference papers. Whereas a large body of bibliometric studies has investigated the multiple factors predicting future citation rates, the attention has been paid mainly on journal articles. This study analyzes 43,463 papers from 81 conference series in the ‘Information Science’ and ‘Computer Science’ fields and examines the contributions of conference-related factors to the citation rates of the conference papers. More specifically, this paper assesses the following conference related factors as being potentially predictive factors of citation rates: longevity and names of the conference series, the number of presented papers at individual conferences, acceptance rates, the seasons of conferences, the content similarity of the presented papers at a conference, the degree of the authors’ international collaborations and the records of the best paper awards at conferences. The regression results illustrate that all of the factors were significantly predictive to the future citations of the conference papers. The factors that contributed the most to explain the citations of the conference papers include: the degree of the authors’ international collaborations at individual conferences, the records of best paper awards and the acceptance rates of individual conferences.

Suggested Citation

  • Danielle H. Lee, 2019. "Predictive power of conference-related factors on citation rates of conference papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(1), pages 281-304, January.
    • Handle: RePEc:spr:scient:v:118:y:2019:i:1:d:10.1007_s11192-018-2943-z
    DOI: 10.1007/s11192-018-2943-z
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    1. Natsuo Onodera & Fuyuki Yoshikane, 2015. "Factors affecting citation rates of research articles," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(4), pages 739-764, April.
    2. Thelwall, Mike & Wilson, Paul, 2014. "Regression for citation data: An evaluation of different methods," Journal of Informetrics, Elsevier, vol. 8(4), pages 963-971.
    3. Meen Chul Kim & Chaomei Chen, 2015. "A scientometric review of emerging trends and new developments in recommendation systems," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(1), pages 239-263, July.
    4. Vincent Larivière & Cassidy R. Sugimoto & Blaise Cronin, 2012. "A bibliometric chronicling of library and information science's first hundred years," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(5), pages 997-1016, May.
    5. Sei‐Ching Joanna Sin, 2011. "International coauthorship and citation impact: A bibliometric study of six LIS journals, 1980–2008," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(9), pages 1770-1783, September.
    6. Gerhard A. Wuehrer & Angela Elisabeth Smejkal, 2013. "The knowledge domain of the academy of international business studies (AIB) conferences: a longitudinal scientometric perspective for the years 2006–2011," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(2), pages 541-561, May.
    7. Waister Silva Martins & Marcos André Gonçalves & Alberto H. F. Laender & Nivio Ziviani, 2010. "Assessing the quality of scientific conferences based on bibliographic citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(1), pages 133-155, April.
    8. Cynthia Lisée & Vincent Larivière & Éric Archambault, 2008. "Conference proceedings as a source of scientific information: A bibliometric analysis," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 59(11), pages 1776-1784, September.
    9. Simone Diniz Junqueira Barbosa & Milene Selbach Silveira & Isabela Gasparini, 2017. "What publications metadata tell us about the evolution of a scientific community: the case of the Brazilian human–computer interaction conference series," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(1), pages 275-300, January.
    10. Tai-Quan Peng & Jonathan J.H. Zhu, 2012. "Where you publish matters most: A multilevel analysis of factors affecting citations of internet studies," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(9), pages 1789-1803, September.
    11. Pu Han & Jin Shi & Xiaoyan Li & Dongbo Wang & Si Shen & Xinning Su, 2014. "International collaboration in LIS: global trends and networks at the country and institution level," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(1), pages 53-72, January.
    12. Alfonso Ibáñez & Concha Bielza & Pedro Larrañaga, 2013. "Relationship among research collaboration, number of documents and number of citations: a case study in Spanish computer science production in 2000–2009," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(2), pages 689-716, May.
    13. Jacques Wainer & Eduardo Valle, 2013. "What happens to computer science research after it is published? Tracking CS research lines," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(6), pages 1104-1111, June.
    14. Sei-Ching Joanna Sin, 2011. "International coauthorship and citation impact: A bibliometric study of six LIS journals, 1980–2008," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(9), pages 1770-1783, September.
    15. Lokman I. Meho & Kiduk Yang, 2007. "Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(13), pages 2105-2125, November.
    16. George Vrettas & Mark Sanderson, 2015. "Conferences versus journals in computer science," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(12), pages 2674-2684, December.
    17. Carolin Michels & Jun-Ying Fu, 2014. "Systematic analysis of coverage and usage of conference proceedings in web of science," Scientometrics, Springer;Akadémiai Kiadó, vol. 100(2), pages 307-327, August.
    18. Michael Eckmann & Anderson Rocha & Jacques Wainer, 2012. "Relationship between high-quality journals and conferences in computer vision," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(2), pages 617-630, February.
    19. Zohreh Zahedi & Rodrigo Costas & Paul Wouters, 2014. "How well developed are altmetrics? A cross-disciplinary analysis of the presence of ‘alternative metrics’ in scientific publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(2), pages 1491-1513, November.
    20. Min Song & Go Eun Heo & Su Yeon Kim, 2014. "Analyzing topic evolution in bioinformatics: investigation of dynamics of the field with conference data in DBLP," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(1), pages 397-428, October.
    21. Sherif Sakr & Mohammad Alomari, 2012. "A decade of database conferences: a look inside the program committees," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(1), pages 173-184, April.
    22. Nobuyuki Shirakawa & Takao Furukawa & Minoru Nomura & Kumi Okuwada, 2012. "Global competition and technological transition in electrical, electronic, information and communication engineering: quantitative analysis of periodicals and conference proceedings of the IEEE," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 895-910, June.
    23. Hoekman, Jarno & Frenken, Koen & Tijssen, Robert J.W., 2010. "Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe," Research Policy, Elsevier, vol. 39(5), pages 662-673, June.
    24. Nomaler, Önder & Frenken, Koen & Heimeriks, Gaston, 2013. "Do more distant collaborations have more citation impact?," Journal of Informetrics, Elsevier, vol. 7(4), pages 966-971.
    25. Iman Tahamtan & Askar Safipour Afshar & Khadijeh Ahamdzadeh, 2016. "Factors affecting number of citations: a comprehensive review of the literature," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(3), pages 1195-1225, June.
    26. Vanclay, Jerome K., 2013. "Factors affecting citation rates in environmental science," Journal of Informetrics, Elsevier, vol. 7(2), pages 265-271.
    27. Michela Montesi & John Mackenzie Owen, 2008. "From conference to journal publication: How conference papers in software engineering are extended for publication in journals," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 59(5), pages 816-829, March.
    28. Jacques Wainer & Eduardo Valle, 2013. "What happens to computer science research after it is published? Tracking CS research lines," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 64(6), pages 1104-1111, June.
    29. Massimo Franceschet, 2010. "A comparison of bibliometric indicators for computer science scholars and journals on Web of Science and Google Scholar," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(1), pages 243-258, April.
    30. Nomaler, Önder & Frenken, Koen & Heimeriks, Gaston, 2013. "Do more distant collaborations have more citation impact?," Journal of Informetrics, Elsevier, vol. 7(4), pages 966-971.
    31. Tai‐Quan Peng & Jonathan J.H. Zhu, 2012. "Where you publish matters most: A multilevel analysis of factors affecting citations of internet studies," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(9), pages 1789-1803, September.
    32. Vincent Larivière & Cassidy R. Sugimoto & Blaise Cronin, 2012. "A bibliometric chronicling of library and information science's first hundred years," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(5), pages 997-1016, May.
    33. Linda Butler & Martijn S. Visser, 2006. "Extending citation analysis to non-source items," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(2), pages 327-343, February.
    34. Anne-Wil Harzing & Satu Alakangas, 2016. "Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 787-804, February.
    35. Xiancheng Li & Wenge Rong & Haoran Shi & Jie Tang & Zhang Xiong, 2018. "The impact of conference ranking systems in computer science: a comparative regression analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(2), pages 879-907, August.
    36. 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.
    37. Yassine Gargouri & Chawki Hajjem & Vincent Larivière & Yves Gingras & Les Carr & Tim Brody & Stevan Harnad, 2010. "Self-Selected or Mandated, Open Access Increases Citation Impact for Higher Quality Research," PLOS ONE, Public Library of Science, vol. 5(10), pages 1-12, October.
    38. Loizides, Orestis-Stavros & Koutsakis, Polychronis, 2017. "On evaluating the quality of a computer science/computer engineering conference," Journal of Informetrics, Elsevier, vol. 11(2), pages 541-552.
    39. Wolfgang Glänzel & Balázs Schlemmer & András Schubert & Bart Thijs, 2006. "Proceedings literature as additional data source for bibliometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 68(3), pages 457-473, September.
    40. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
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