title: Defining and identifying Sleeping Beauties in science.
abstract: A Sleeping Beauty (SB) in science refers to a paper whose importance is not recognized for several years after publication. Its citation history exhibits a long hibernation period followed by a sudden spike of popularity. Previous studies suggest a relative scarcity of SBs. The reliability of this conclusion is, however, heavily dependent on identification methods based on arbitrary threshold parameters for sleeping time and number of citations, applied to small or monodisciplinary bibliographic datasets. Here we present a systematic, large-scale, and multidisciplinary analysis of the SB phenomenon in science. We introduce a parameter-free measure that quantifies the extent to which a specific paper can be considered an SB. We apply our method to 22 million scientific papers published in all disciplines of natural and social sciences over a time span longer than a century. Our results reveal that the SB phenomenon is not exceptional. There is a continuous spectrum of delayed recognition where both the hibernation period and the awakening intensity are taken into account. Although many cases of SBs can be identified by looking at monodisciplinary bibliographic data, the SB phenomenon becomes much more apparent with the analysis of multidisciplinary datasets, where we can observe many examples of papers achieving delayed yet exceptional importance in disciplines different from those where they were originally published. Our analysis emphasizes a complex feature of citation dynamics that so far has received little attention, and also provides empirical evidence against the use of short-term citation metrics in the quantification of scientific impact.
authors.affiliation: Center for Complex Networks and Systems Research, School of Informatics and Computing, Indiana University, Bloomington, IN 47408.
authors.forename: Qing
authors.initials: Q
authors.lastname: Ke
authors.affiliation: Center for Complex Networks and Systems Research, School of Informatics and Computing, Indiana University, Bloomington, IN 47408.
authors.forename: Emilio
authors.initials: E
authors.lastname: Ferrara
authors.affiliation: Center for Complex Networks and Systems Research, School of Informatics and Computing, Indiana University, Bloomington, IN 47408.
authors.forename: Filippo
authors.initials: F
authors.lastname: Radicchi
authors.affiliation: Center for Complex Networks and Systems Research, School of Informatics and Computing, Indiana University, Bloomington, IN 47408 aflammin@indiana.edu.
authors.forename: Alessandro
authors.initials: A
authors.lastname: Flammini
keywords: Sleeping Beauty; bibliometrics; delayed recognition