IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v118y2019i1d10.1007_s11192-018-2943-z.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-018-2943-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11192-018-2943-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. Linda Butler & Martijn S. Visser, 2006. "Extending citation analysis to non-source items," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(2), pages 327-343, February.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Thelwall, Mike & Wilson, Paul, 2014. "Regression for citation data: An evaluation of different methods," Journal of Informetrics, Elsevier, vol. 8(4), pages 963-971.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. Vanclay, Jerome K., 2013. "Factors affecting citation rates in environmental science," Journal of Informetrics, Elsevier, vol. 7(2), pages 265-271.
    38. 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.
    39. 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.
    40. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sergio Jimenez & Youlin Avila & George Dueñas & Alexander Gelbukh, 2020. "Automatic prediction of citability of scientific articles by stylometry of their titles and abstracts," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 3187-3232, December.
    2. Tehmina Amjad & Nafeesa Shahid & Ali Daud & Asma Khatoon, 2022. "Citation burst prediction in a bibliometric network," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(5), pages 2773-2790, May.
    3. Ahmad Firdaus & Mohd Faizal Ab Razak & Ali Feizollah & Ibrahim Abaker Targio Hashem & Mohamad Hazim & Nor Badrul Anuar, 2019. "The rise of “blockchain”: bibliometric analysis of blockchain study," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(3), pages 1289-1331, September.
    4. Croft, William L. & Sack, Jörg-Rüdiger, 2022. "Predicting the citation count and CiteScore of journals one year in advance," Journal of Informetrics, Elsevier, vol. 16(4).
    5. Ha, Taehyun, 2022. "An explainable artificial-intelligence-based approach to investigating factors that influence the citation of papers," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    6. Evelyn Eika & Frode Eika Sandnes, 2022. "Starstruck by journal prestige and citation counts? On students’ bias and perceptions of trustworthiness according to clues in publication references," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(11), pages 6363-6390, November.
    7. Raminta Pranckutė, 2021. "Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World," Publications, MDPI, vol. 9(1), pages 1-59, March.
    8. Eitan Frachtenberg, 2022. "Multifactor Citation Analysis over Five Years: A Case Study of SIGMETRICS Papers," Publications, MDPI, vol. 10(4), pages 1-16, December.
    9. Frode Eika Sandnes, 2021. "A bibliometric study of human–computer interaction research activity in the Nordic-Baltic Eight countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 4733-4767, June.
    10. Ali Uyar & Khalil Nimer & Cemil Kuzey, 2023. "Education quality, internet access in schools, and research performance in management and accounting domains: a cross-country investigation," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(10), pages 5441-5475, October.
    11. Danielle H. Lee, 2019. "Predicting the research performance of early career scientists," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1481-1504, December.
    12. João Mateus Freitas Veneroso & Marlon Dias & Alberto Ueda & Sabir Ribas & Berthier Ribeiro-Neto & Nivio Ziviani & Edmundo Souza e Silva, 2019. "P-score: a reputation bibliographic index that complements citation counts," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1269-1291, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Martorell Cunil, Onofre & Otero González, Luis & Durán Santomil, Pablo & Mulet Forteza, Carlos, 2023. "How to accomplish a highly cited paper in the tourism, leisure and hospitality field," Journal of Business Research, Elsevier, vol. 157(C).
    3. Mingyang Wang & Zhenyu Wang & Guangsheng Chen, 2019. "Which can better predict the future success of articles? Bibliometric indices or alternative metrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(3), pages 1575-1595, June.
    4. Danielle H. Lee, 2019. "Predicting the research performance of early career scientists," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1481-1504, December.
    5. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
    6. Fan, Lingxu & Guo, Lei & Wang, Xinhua & Xu, Liancheng & Liu, Fangai, 2022. "Does the author’s collaboration mode lead to papers’ different citation impacts? An empirical analysis based on propensity score matching," Journal of Informetrics, Elsevier, vol. 16(4).
    7. Elizabeth S. Vieira, 2023. "The influence of research collaboration on citation impact: the countries in the European Innovation Scoreboard," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(6), pages 3555-3579, June.
    8. Hongquan Shen & Juan Xie & Jiang Li & Ying Cheng, 2021. "The correlation between scientific collaboration and citation count at the paper level: a meta-analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(4), pages 3443-3470, April.
    9. Yifan Qian & Wenge Rong & Nan Jiang & Jie Tang & Zhang Xiong, 2017. "Citation regression analysis of computer science publications in different ranking categories and subfields," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(3), pages 1351-1374, March.
    10. A. Velez-Estevez & P. García-Sánchez & J. A. Moral-Munoz & M. J. Cobo, 2022. "Why do papers from international collaborations get more citations? A bibliometric analysis of Library and Information Science papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7517-7555, December.
    11. Meho, Lokman I., 2019. "Using Scopus’s CiteScore for assessing the quality of computer science conferences," Journal of Informetrics, Elsevier, vol. 13(1), pages 419-433.
    12. Liu, Qiuling & Guo, Lei & Sun, Yiping & Ren, Linlin & Wang, Xinhua & Han, Xiaohui, 2024. "Do scholars' collaborative tendencies impact the quality of their publications? A generalized propensity score matching analysis," Journal of Informetrics, Elsevier, vol. 18(1).
    13. Copiello, Sergio, 2019. "Peer and neighborhood effects: Citation analysis using a spatial autoregressive model and pseudo-spatial data," Journal of Informetrics, Elsevier, vol. 13(1), pages 238-254.
    14. Yu-Wei Chang, 2021. "Characteristics of high research performance authors in the field of library and information science and those of their articles," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(4), pages 3373-3391, April.
    15. Radhamany Sooryamoorthy, 2017. "Do types of collaboration change citation? A scientometric analysis of social science publications in South Africa," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 379-400, April.
    16. Basma Albanna & Julia Handl & Richard Heeks, 2021. "Publication outperformance among global South researchers: An analysis of individual-level and publication-level predictors of positive deviance," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(10), pages 8375-8431, October.
    17. Sergio Copiello, 2019. "The open access citation premium may depend on the openness and inclusiveness of the indexing database, but the relationship is controversial because it is ambiguous where the open access boundary lie," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(2), pages 995-1018, November.
    18. Lipeng Fan & Yuefen Wang & Shengchun Ding & Binbin Qi, 2020. "Productivity trends and citation impact of different institutional collaboration patterns at the research units’ level," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1179-1196, November.
    19. Maksym Polyakov & Serhiy Polyakov & Md Sayed Iftekhar, 2017. "Does academic collaboration equally benefit impact of research across topics? The case of agricultural, resource, environmental and ecological economics," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(3), pages 1385-1405, December.
    20. Yezhu Wang & Yundong Xie & Dong Wang & Lu Guo & Rongting Zhou, 2022. "Do cover papers get better citations and usage counts? An analysis of 42 journals in cell biology," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(7), pages 3793-3813, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:118:y:2019:i:1:d:10.1007_s11192-018-2943-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.