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The h-index has been shown to have predictive power. Here I report results of an empirical study showing that the increase of the h-index with time often depends for a long time on citations to rather old publications. This inert behavior…

物理与社会 · 物理学 2013-02-06 Michael Schreiber

The h-index can be used as a predictor of itself. However, the evolution of the h-index with time is shown in the present investigation to be dominated for several years by citations to previous publications rather than by new scientific…

物理与社会 · 物理学 2013-09-19 Michael Schreiber

Bibliometric measures of individual scientific achievement are of particular interest if they can be used to predict future achievement. Here we report results of an empirical study of the predictive power of the h-index compared to other…

物理与社会 · 物理学 2008-03-02 J. E. Hirsch

A widely used measure of scientific impact is citations. However, due to their heavy-tailed distribution, citations are fundamentally difficult to predict. Instead, to characterize scientific impact, we address two analogous questions asked…

数字图书馆 · 计算机科学 2016-11-17 Yuxiao Dong , Reid A. Johnson , Nitesh V. Chawla

The h-index has become a widely used metric for evaluating the productivity and citation impact of researchers. Introduced by physicist Jorge E. Hirsch in 2005, the h-index measures both the quantity (number of publications) and quality…

数字图书馆 · 计算机科学 2025-03-19 Ali Borji

We provide a comprehensive and critical review of the h-index and its most important modifications proposed in the literature, as well as of other similar indicators measuring research output and impact. Extensions of some of these indices…

信息检索 · 计算机科学 2009-09-15 John Panaretos , Chrisovaladis Malesios

The h-index is a popular bibliometric indicator for assessing individual scientists. We criticize the h-index from a theoretical point of view. We argue that for the purpose of measuring the overall scientific impact of a scientist (or some…

数字图书馆 · 计算机科学 2011-08-22 Ludo Waltman , Nees Jan van Eck

Despite the huge amount of literature on h-index, few papers have been devoted to the statistical analysis of h-index when a probabilistic distribution is assumed for citation counts. The present contribution relies on showing the available…

应用统计 · 统计学 2014-07-29 Alberto Baccini , Lucio Barabesi , Marzia Marcheselli , Luca Pratelli

The impact of individual scientists is commonly quantified using citation-based measures. The most common such measure is the h-index. A scientist's h-index affects hiring, promotion, and funding decisions, and thus shapes the progress of…

数字图书馆 · 计算机科学 2021-09-15 Vladlen Koltun , David Hafner

A variety of bibliometric measures have been proposed to quantify the impact of researchers and their work. The h-index is a notable and widely-used example which aims to improve over simple metrics such as raw counts of papers or…

数字图书馆 · 计算机科学 2013-05-08 Graham Cormode , Qiang Ma , S. Muthukrishnan , Brian Thompson

An accurate and fair assessment of the efficiency and impact of scientific work is, despite a lot of recent research effort, still an open problem. The measurement of quality and success of individual scientists and research groups can be…

数字图书馆 · 计算机科学 2015-11-19 Miloš Kudělka , Jan Platoš , Pavel Krömer

The Hirsch index or h-index is widely used to quantify the impact of an individual's scientific research output, determining the highest number h of a scientist's papers that received at least h citations. Several variants of the index have…

物理与社会 · 物理学 2015-05-19 Michael Schreiber

H-index has become more popular nowadays and is used for some scientific performance criteria in the world widely. This indexing method does not correctly measure any performance or carrier specifications because of the parameters that are…

数字图书馆 · 计算机科学 2024-07-04 Ugur Saglam , Fatih Canata

Classifying researchers according to the quality of their published work rather than the quantity is a curtail issue. We attempt to introduce a new formula of the percentage range to be used for evaluating qualitatively the researchers'…

数字图书馆 · 计算机科学 2013-05-28 Mahmoud Abdel-Aty

The h-index has been shown to increase in many cases mostly because of citations to rather old publications. This inertia can be circumvented by restricting the evaluation to a citation time window. Here I report results of an empirical…

数字图书馆 · 计算机科学 2015-01-13 Michael Schreiber

In order to advance academic research, it is important to assess and evaluate the academic influence of researchers and the findings they produce. Citation metrics are universally used methods to evaluate researchers. Amongst the several…

数字图书馆 · 计算机科学 2023-05-18 Aashay Singhal , Kamalakar Karlapalem

The importance of a research article is routinely measured by counting how many times it has been cited. However, treating all citations with equal weight ignores the wide variety of functions that citations perform. We want to…

数字图书馆 · 计算机科学 2015-01-28 Xiaodan Zhu , Peter Turney , Daniel Lemire , André Vellino

What is the value of a scientist and its impact upon the scientific thinking? How can we measure the prestige of a journal or of a conference? The evaluation of the scientific work of a scientist and the estimation of the quality of a…

数字图书馆 · 计算机科学 2007-05-23 Antonis Sidiropoulos , Dimitrios Katsaros , Yannis Manolopoulos

Citation numbers and other quantities derived from bibliographic databases are becoming standard tools for the assessment of productivity and impact of research activities. Though widely used, still their statistical properties have not…

物理与社会 · 物理学 2013-12-17 Filippo Radicchi , Claudio Castellano

The h-index is a mainstream bibliometric indicator, since it is widely used in academia, research management and research policy. While its advantages have been highlighted, such as its simple calculation, it has also received widespread…

数字图书馆 · 计算机科学 2021-12-07 Grischa Fraumann , Ruediger Mutz
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