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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

Although bibliometrics has been a separate research field for many years, there is still no uniformity in the way bibliometric analyses are applied to individual researchers. Therefore, this study aims to set up proposals how to evaluate…

数字图书馆 · 计算机科学 2013-10-15 Lutz Bornmann , Werner Marx

Over the past decade, national research evaluation exercises, traditionally conducted using the peer review method, have begun opening to bibliometric indicators. The citations received by a publication are assumed as proxy for its quality,…

数字图书馆 · 计算机科学 2018-11-01 Giovanni Abramo , Tindaro Cicero , Ciriaco Andrea D'Angelo

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

Is more always better? We address this question in the context of bibliometric indices that aim to assess the scientific impact of individual researchers by counting their number of highly cited publications. We propose a simple model in…

数字图书馆 · 计算机科学 2013-04-03 Ludo Waltman , Nees Jan van Eck , Paul Wouters

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

Citation metrics are becoming pervasive in the quantitative evaluation of scholars, journals and institutions. More then ever before, hiring, promotion, and funding decisions rely on a variety of impact metrics that cannot disentangle…

数字图书馆 · 计算机科学 2015-09-03 Jasleen Kaur , Emilio Ferrara , Filippo Menczer , Alessandro Flammini , Filippo Radicchi

The citation distribution of a researcher shows the impact of their production and determines the success of their scientific career. However, its application in scientific evaluation is difficult due to the bi-dimensional character of the…

数字图书馆 · 计算机科学 2013-04-19 Pablo Dorta-Gonzalez , Maria Isabel Dorta-Gonzalez

A researcher collaborating with many groups will normally have more papers (and thus higher citations and $h$-index) than a researcher spending all his/her time working alone or in a small group. While analyzing an author's research merit,…

数字图书馆 · 计算机科学 2016-07-08 Shaon Sahoo

Evaluative bibliometrics compares the citation impact of researchers, research groups and institutions with each other across time scales and disciplines. Both factors - discipline and period - have an influence on the citation count which…

数字图书馆 · 计算机科学 2014-12-10 Lutz Bornmann , Werner Marx

Bibliometric indicators, citation counts and/or download counts are increasingly being used to inform personnel decisions such as hiring or promotions. These statistics are very often misused. Here we provide a guide to the factors which…

物理与社会 · 物理学 2018-08-08 Michael J. Kurtz

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

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

This is a report about the use and misuse of citation data in the assessment of scientific research. The idea that research assessment must be done using ``simple and objective'' methods is increasingly prevalent today. The ``simple and…

统计方法学 · 统计学 2009-10-20 Robert Adler , John Ewing , Peter Taylor

One way of evaluating individual scientists is the determination of the number of highly cited publications, where the threshold is given by a large reference set. It is shown that this indicator behaves in a counterintuitive way, leading…

数字图书馆 · 计算机科学 2013-05-09 Michael Schreiber

Citation recommendation systems have attracted much academic interest, resulting in many studies and implementations. These systems help authors automatically generate proper citations by suggesting relevant references based on the text…

信息检索 · 计算机科学 2024-12-11 Puja Maharjan

Problems for evaluation and impact of published scientific works and their authors are discussed. The role of citations in this process is pointed out. Different bibliometric indicators are reviewed in this connection and ways for…

物理与社会 · 物理学 2014-05-21 Bozhidar Z. Iliev

Through academic publications, the authors of these publications form a social network. Instead of sharing casual thoughts and photos (as in Facebook), authors pick co-authors and reference papers written by other authors. Thanks to various…

社会与信息网络 · 计算机科学 2014-02-18 Tom Z. J. Fu , Qianqian Song , Dah Ming Chiu

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

This short paper introduces the u-index, a simple and objective metric to evaluate the impact and relevance of academic research output, as a possible alternative to widespread metrics such as the h-index or the i10-index. The proposed…

数字图书馆 · 计算机科学 2022-06-06 Roberto Dillon
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