Title
TimeRank: A dynamic approach to rate scholars using citations.
Abstract
•We introduce TimeRank: a dynamic rating method which accounts for popularity, prestige and timing using citations among authors.•TimeRank gives a premium to authors that are cited by higher-rated authors against the odds, at the time of the citation.•TimeRank is useful when for capturing relevant information regarding the timing of an author's recognition is relevant, such as to detect rising stars.•The method is shown to be sensible to time and consistent under an appropriate choice of parameters.•We apply the method to the bibliometrics community, and show it performs differently and as intended with respect to alternatives as the total number of received citations, PageRank and the h-index.
Year
DOI
Venue
2017
10.1016/j.joi.2017.09.003
Journal of Informetrics
Keywords
Field
DocType
Dynamic networks,Citation timing,Ranking of scholars,Bibliometric indicators,Elo system
Data mining,Computer science,Rating system,Citation,Popularity,Prestige,Bibliometrics
Journal
Volume
Issue
ISSN
11
4
1751-1577
Citations 
PageRank 
References 
1
0.34
24
Authors
2
Name
Order
Citations
PageRank
Massimo Franceschet165839.91
Giovanni Colavizza2287.10