Abstract
In science, a sleeping beauty (SB) refers to a highly cited paper that initially remains unnoticed for several years after publication. It is generally recognized that each SB is awoken by princes, in the form of other papers that cite the SB. Investigations have shown that one feature of a prince is that it has a considerable number of co-citations with the SB. In the present study, we applied a method to screen for princes from among papers citing the SB based on the number of co-citations in the Web of Science and identified four SBs that were awoken without a prince based on the co-citation criterion. There are two possible explanations for this phenomenon. The first is that some SBs may not need a prince to attract the attention of other academics. The authors of three of the four abovementioned SBs were Nobel laureates, and their work was well known in their respective fields. The papers had slept for a long period because their work was ahead of its time. The long period of sleep is a reflection of the authors’ high academic level and degree of insight. The other potential explanation is that princes do not have to be co-cited with SBs. Our findings demonstrate a significant deficiency in the previous criteria relating to princes based on co-citations. Thus, new criteria are required to identify princes.







Similar content being viewed by others
References
Barber, B. (1961). Resistance by scientists to scientific discovery. Science, 134(3479), 596–602.
Braun, T., Glänzel, W., & Schubert, A. (2010). On sleeping beauties, princes and other tales of citation distributions. Research Evaluation, 19(3), 195–202.
Cole, S. (1970). Professional standing and the reception of scientific discoveries. American Journal of Sociology, 76(2), 286–306.
Corry, L., Renn, J., & Stachel, J. (1997). Belated decision in the Hilbert–Einstein priority dispute. Science, 278(5341), 1270–1273.
Costas, R., van Leeuwen, T. N., & van Raan, A. F. J. (2010). Is scientific literature subject to a “sellbydate”? A general methodology to analyze the “durability” of scientific documents. Journal of the American Society for Information Science and Technology, 61(2), 329–339.
Dey, R., Roy, A., Chakraborty, T., & Ghosh, S. (2017). Sleeping beauties in Computer Science: Characterization and early identification. Scientometrics, 113(3), 1645–1663.
Du, J., & Wu, Y. (2016). A bibliometric framework for identifying “princes” who wake up the “sleeping beauty” in challenge-type scientific discoveries. Journal of Data and Information Science, 1(1), 50–68.
Du, J., & Wu, Y. (2017). A parameter-free index for identifying under-cited sleeping beauties in science. In 16th International conference on scientometrics & informetrics (pp. 148–157). Wuhan, China.
Einstein, A. (1915). The field equations of gravity. Sitzungsber. Preuss. Akad. Wiss. Berlin (Math. Phys.), 2, 844–847.
Ferrarese, L., & Ford, H. (2005). Supermassive black holes in galactic nuclei: Past, present and future research. Space Science Reviews, 116(3–4), 523–624.
Garfield, E. (1980). Premature discovery or delayed recognition—why? Essays of an Information Scientist, 4, 488–493. (also in Current Contents, 21, 5–10).
Garfield, E. (1989). Delayed recognition in scientific discovery: Citation frequency analysis aids the search for case histories. Current Contents, 23, 3–9.
Garfield, E. (1990). More delayed recognition. Part 2. From inhibin to scanning electron microscopy. Essays of an Information Scientist, 13, 68–74. (also in Current Contents, 9, 3–9).
Glänzel, W., Schlemmer, B., & Thijs, B. (2003). Better late than never? On the chance to become highly cited only beyond the standard bibliometric time horizon. Scientometrics, 58(3), 571–586.
Gorry, P., & Aichouchi, A. E. (2017). Sleeping Beauty awakened by self-citation of a review: A case study of Judah Folkman hypothesis on angiogenesis. In 16 th International conference on scientometrics & informetrics (pp. 778–786). Wuhan, China.
Hartley, J., & Ho, Y.-S. (2017). Who woke the sleeping beauties in psychology? Scientometrics, 112(2), 1065–1068.
Ho, Y.-S., & Hartley, J. (2017). Sleeping beauties in psychology. Scientometrics, 110(1), 301–305.
Hodgkin, A. L., & Huxley, A. F. (1952). Propagation of electrical signals along giant nerve fibres. Proceedings of the Royal Society Series B—Biological Sciences, 140(899), 177–183.
Ke, Q., Ferrara, E., Radicchi, F., & Flammini, A. (2015). Defining and identifying sleeping beauties in science. Proceedings of the National Academy of Sciences of the United States of America, 112(24), 7426–7431.
Kirkaldy, J. S. (1992). Spontaneous evolution of spatiotemporal patterns in materials. Reports on Progress in Physics, 55(6), 723–795.
Li, J. (2014). Citation curves of “all-elements-sleeping-beauties”: “flash in the pan” first and then “delayed recognition”. Scientometrics, 100(2), 595–601.
Li, J., & Shi, D. (2016). Sleeping beauties in genius work: When were they awakened? Journal of the Association for Information Science and Technology, 67(2), 432–440.
Li, J., Shi, D., Zhao, S. X., & Ye, F. Y. (2014). A study of the ‘‘heartbeat spectra’’ for ‘‘sleeping beauties’’. Journal of Informetrics, 8(3), 493–502.
Li, J., & Ye, F. Y. (2012). The phenomenon of all-elements-sleeping-beauties in scientific literature. Scientometrics, 92(3), 795–799.
Min, C., Sun, J., Pei, L., & Ding, Y. (2016). Measuring delayed recognition for papers: Uneven weightedsummation and total citations. Journal of Informetrics, 10(4), 1153–1165.
Ohba, N., & Nakao, K. (2012). Sleeping beauties in ophthalmology. Scientometrics, 93(2), 253–264.
Nobelprize. https://www.nobelprize.org/nobel_prizes/medicine/laureates/1963/hodgkin-facts.html, or https://www.nobelprize.org/nobel_prizes/medicine/laureates/1963/huxley-facts.html. Accessed April 5, 2018.
Ostwald, W. (1900). On the assumed isomerism of red and yellow mercury oxide and the surface-tension of solid bodies. Zeitschrift Fur Physikalische ChemieE–Stochiometrie Und Verwandtschaftslehre, 34(4), 495–503.
Patterson, A. L. (1939). The Scherrer formula for X-ray particle size determination. Physical Review, 56(10), 978–982.
Scherrer, P. (1918). Estimation of size and internal structure of colloidal particles by means of Röntgen rays. Nachrichten von der Gesellschaft der Wissenschaften zu Göttingen, 2, 96–100.
Sun, J., Min, C., & Li, J. (2016). A vector for measuring obsolescence of scientific articles. Scientometrics, 107(2), 745–757.
Teixeira, A. A. C., Vieira, P. C., & Abreu, A. P. (2017). Sleeping Beauties and their princes in innovation studies. Scientometrics, 110(2), 541–580.
van Raan, A. F. J. (2004). Sleeping beauties in science. Scientometrics, 59(3), 467–472.
van Raan, A. F. J. (2015). Dormitory of physical and engineering sciences: Sleeping beauties may be sleeping innovations. PLoS ONE, 10(10), e0139786.
Wikipedia. https://en.wikipedia.org/wiki/Alan_Lloyd_Hodgkin. Accessed April 5, 2018.
Ye, F. Y., & Bornmann, L. (2018). “Smart girls” versus “sleeping beauties” in the sciences: The identification of instant and delayed recognition by using the citation angle. Journal of the Association for Information Science and Technology, 69(3), 359–367.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Zong, Z., Liu, X. & Fang, H. Sleeping beauties with no prince based on the co-citation criterion. Scientometrics 117, 1841–1852 (2018). https://doi.org/10.1007/s11192-018-2932-2
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11192-018-2932-2