Citation network centrality: a scientific awards predictor?
Abstract
The -index is an easily computable centrality index in complex networks, such as a scientific citations network. A researcher has a -index equal to if he or she is cited by articles that have at least citations. The -index has several advantages over Hirsh's -index and, in previous studies, has shown better correlation with Nobel prizes than any other index given by the {\em Web of Science}, including the -index. It is plausible that researchers who are the most connected to other scientifically well-connected researchers are the most likely to be doing important work and more likely to be awarded major prizes in a given area. However, the correlation found does not imply causation. Here we perform an experiment using the -index, producing a shortlist of twelve candidates for major scientific prizes, including the Physics Nobel award, in the near future. For example, our top-12 -index list naturally selects the 2019 Nobel laureate, James Peebles. The list can be updated annually and should be compared to laureates of the following years
Keywords
Cite
@article{arxiv.1910.02369,
title = {Citation network centrality: a scientific awards predictor?},
author = {Osame Kinouchi and Adriano J. Holanda and George C. Cardoso},
journal= {arXiv preprint arXiv:1910.02369},
year = {2019}
}
Comments
5 pages, 1 figure, 2 tables