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research article

TimeRank: A dynamic approach to rate scholars using citations

Franceschet, Massimo
•
Colavizza, Giovanni  
2017
Journal of Informetrics

Rating has become a common practice of modern science. No rating system can be considered as final, but instead several approaches can be taken, which magnify different aspects of the fabric of science. We introduce an approach for rating scholars which uses citations in a dynamic fashion, allocating ratings by considering the relative position of two authors at the time of the citation among them. Our main goal is to introduce the notion of citation timing as a complement to the usual suspects of popularity and prestige. We aim to produce a rating able to account for a variety of interesting phenomena, such as positioning raising stars on a more even footing with established researchers. We apply our method on the bibliometrics community using data from the Web of Science from 2000 to 2016, showing how the dynamic method is more effective than alternatives in this respect.

  • Details
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Type
research article
DOI
10.1016/j.joi.2017.09.003
Web of Science ID

WOS:000418020600015

Author(s)
Franceschet, Massimo
Colavizza, Giovanni  
Date Issued

2017

Publisher

Elsevier Science Bv

Published in
Journal of Informetrics
Volume

11

Issue

4

Start page

1128

End page

1141

Subjects

Dynamic networks

•

Citation timing

•

Ranking of scholars

•

Bibliometric indicators

•

Elo system

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
DHLAB  
Available on Infoscience
October 15, 2017
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/141378
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