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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

The definition of the g-index is as arbitrary as that of the h-index, because the threshold number g^2 of citations to the g most cited papers can be modified by a prefactor at one's discretion, thus taking into account more or less of the…

物理与社会 · 物理学 2013-04-04 Michael Schreiber

Evaluating the quality of academic journal is becoming increasing important within the context of research performance evaluation. Traditionally, journals have been ranked by peer review lists such as that of the Association of Business…

数字图书馆 · 计算机科学 2016-04-26 John Mingers , Liying Yang

In the present academic landscape, the process of collecting data is slow, and the lax infrastructures for data collaborations lead to significant delays in coming up with and disseminating conclusive findings. Therefore, there is an…

计算机与社会 · 计算机科学 2023-03-21 Kacy Adams , Fernando Spadea , Conor Flynn , Oshani Seneviratne

We propose a simple new index, named the $CI$-index, based on the Choquet integral to characterize the scientific output of researchers. This index is an improvement of the $A$-index and $R$-index and has a notable feature that highly cited…

应用统计 · 统计学 2019-05-16 Xuehua Yin , Xiuyan Sha , Chuancun Yin

There are a wide variety of scientific contribution rating indices including the impact factor and h-index. These are used for quantitative analyses on research papers published in the past, and therefore unable to incorporate in the…

数字图书馆 · 计算机科学 2013-10-21 Akira Otsuki , Masayoshi Kawamura

Journal Impact Factors (IFs) can be considered historically as the first attempt to normalize citation distributions by using averages over two years. However, it has been recognized that citation distributions vary among fields of science…

数字图书馆 · 计算机科学 2012-02-07 Loet Leydesdorff

Academic leadership is essential for research innovation and impact. Until now, there has been no dedicated measure of leadership by bibliometrics. Popular bibliometric indices are mainly based on academic output, such as the journal impact…

数字图书馆 · 计算机科学 2016-10-13 Yang Liu , Fengrong Ou , Yan Deng , Bo Wu , Ruxi Liu , Hui Hua , Yuyuan Guan , Rentong Chen , Lars Gjesteby , Jiansheng Yang , Michael Vannier , Ge Wang

One is inclined to conceptualize impact in terms of citations per publication, and thus as an average. However, citation distributions are skewed, and the average has the disadvantage that the number of publications is used in the…

数字图书馆 · 计算机科学 2012-04-10 Loet Leydesdorff

The g index was introduced by Leo Egghe as an improvement of Hirsch's index h for measuring the overall citation record of a set of articles. It better takes into account the highly skewed frequency distribution of citations than the h…

物理与社会 · 物理学 2013-01-31 Michael Schreiber

Citations are commonly held to represent scientific impact. To date, however, there is no empirical evidence in support of this postulate that is central to research assessment exercises and Science of Science studies. Here, we report on…

数字图书馆 · 计算机科学 2016-12-14 Filippo Radicchi , Alexander Weissman , Johan Bollen

The impact factor (IF) of scientific journals has acquired a major role in the evaluations of the output of scholars, departments and whole institutions. Typically papers appearing in journals with large values of the IF receive a high…

物理与社会 · 物理学 2014-05-13 Raj Kumar Pan , Santo Fortunato

The citation potential is a measure of the probability of being cited. Obviously, it is different among fields of science, social science, and humanities because of systematic differences in publication and citation behaviour across…

数字图书馆 · 计算机科学 2016-11-25 Pablo Dorta-Gonzalez , Maria Isabel Dorta-Gonzalez , Rafael Suarez-Vega

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 $K$-index is an easily computable centrality index in complex networks, such as a scientific citations network. A researcher has a $K$-index equal to $K$ if he or she is cited by $K$ articles that have at least $K$ citations. The…

数字图书馆 · 计算机科学 2019-10-22 Osame Kinouchi , Adriano J. Holanda , George C. Cardoso

This article introduces the Multidimensional Research Assessment Matrix of scientific output. Its base notion holds that the choice of metrics to be applied in a research assessment process depends upon the unit of assessment, the research…

数字图书馆 · 计算机科学 2014-06-24 Henk F. Moed , Gali Halevi

Author-level citation metrics provide a practical, interpretable, and scalable signal of scholarly influence in a complex research ecosystem. It has been widely used as a proxy in hiring decisions. However, the past five years have seen the…

数字图书馆 · 计算机科学 2025-08-11 Weihang Guo , Zhao Song , Jiahao Zhang

The academic publishing world is changing significantly, with ever-growing numbers of publications each year and shifting publishing patterns. However, the metrics used to measure academic success, such as the number of publications,…

社会与信息网络 · 计算机科学 2018-09-24 Michael Fire , Carlos Guestrin

In this work we propose a metric to assess academic productivity based on publication outputs. We are interested in knowing how well a research group in an area of knowledge is doing relatively to a pre-selected set of reference groups,…

数字图书馆 · 计算机科学 2015-03-26 Sabir Ribas , Berthier Ribeiro-Neto , Edmundo de Souza e Silva , Alberto Ueda , Nivio Ziviani

Bibliometricians have long recurred to citation counts to measure the impact of publications on the advancement of science. However, since the earliest days of the field, some scholars have questioned whether all citations should be worth…

数字图书馆 · 计算机科学 2019-09-16 Cristiano Giuffrida , Giovanni Abramo , Ciriaco Andrea D'Angelo