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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

Citations are a key indicator of research impact but are shaped by factors beyond intrinsic research quality, including prestige, social networks, and thematic similarity. While the Matthew Effect explains how prestige accumulates and…

数字图书馆 · 计算机科学 2025-02-20 Diego Kozlowski , Carolina Pradier , Pierre Benz , Natsumi Shokida , Jens Peter Andersen , Vincent Larivière

Citations measure the importance of a publication, and may serve as a proxy for its popularity and quality of its contents. Here we study the distributions of citations to publications from individual academic institutions for a single…

物理与社会 · 物理学 2016-01-13 Arnab Chatterjee , Asim Ghosh , Bikas K Chakrabarti

Ever more frequently, governments have decided to implement policy measures intended to foster and reward excellence in scientific research. This is in fact the intended purpose of national research assessment exercises. These are typically…

数字图书馆 · 计算机科学 2018-10-31 Giovanni Abramo , Tindaro Cicero , Ciriaco Andrea D'Angelo

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

Citations in science are being studied from several perspectives, among which approaches such as scientometrics and science of science. In this chapter I briefly review some of the literature on citations, citation distributions and models…

数字图书馆 · 计算机科学 2025-05-12 V. A. Traag

We investigate how textual properties of scientific papers relate to the number of citations they receive. Our main finding is that correlations are non-linear and affect differently most-cited and typical papers. For instance, we find that…

物理与社会 · 物理学 2016-06-24 Julian Sienkiewicz , Eduardo G. Altmann

The concept of h-index has been proposed to easily assess a researcher's performance with a single two-dimensional number. However, by using only this single number, we lose significant information about the distribution of the number of…

数字图书馆 · 计算机科学 2013-09-03 Antonis Sidiropoulos , Dimitrios Katsaros , Yannis Manolopoulos

Evaluating the performance of researchers and measuring the impact of papers written by scientists is the main objective of citation analysis. Various indices and metrics have been proposed for this. In this paper, we propose a new citation…

数字图书馆 · 计算机科学 2015-02-19 Arindam Pal , Sushmita Ruj

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

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

Percentiles are statistics pointing to the standing of a paper's citation impact relative to other papers in a given citation distribution. Percentile Ranks (PRs) often play an important role in evaluating the impact of scholars,…

数字图书馆 · 计算机科学 2020-05-04 Lutz Bornmann , Richard Williams

The two most used citation impact indicators in the assessment of scientific journals are, nowadays, the impact factor and the h-index. However, both indicators are not field normalized (vary heavily depending on the scientific category)…

数字图书馆 · 计算机科学 2015-10-14 Sara M. Gonzalez-Betancor , Pablo Dorta-Gonzalez

Like it or not, attempts to evaluate and monitor the quality of academic research have become increasingly prevalent worldwide. Performance reviews range from at the level of individuals, through research groups and departments, to entire…

物理与社会 · 物理学 2017-03-31 R. Kenna , O. Mryglod , B. Berche

Activity of modern scholarship creates online footprints galore. Along with traditional metrics of research quality, such as citation counts, online images of researchers and institutions increasingly matter in evaluating academic impact,…

物理与社会 · 物理学 2023-01-05 Anna Samoilenko , Taha Yasseri

The web application presented in this paper allows for an analysis to reveal centres of excellence in different fields worldwide using publication and citation data. Only specific aspects of institutional performance are taken into account…

数字图书馆 · 计算机科学 2013-07-25 Lutz Bornmann , Moritz Stefaner , Felix de Moya Anegon , Ruediger Mutz

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

Bibliometric measures derived from citation counts are increasingly being used as a research evaluation tool. Their strengths and weaknesses have been widely analyzed in the literature and are often subject of vigorous debate. We believe…

数字图书馆 · 计算机科学 2013-08-09 A. Bartoli , E. Medvet

Journal impact factor (IF) as a gauge of influence and impact of a particular journal comparing with other journals in the same area of research, reports the mean number of citations to the published articles in particular journal.…

We argue that citation is a composed indicator: short-term citations can be considered as currency at the research front, whereas long-term citations can contribute to the codification of knowledge claims into concept symbols. Knowledge…

数字图书馆 · 计算机科学 2016-07-22 Loet Leydesdorff , Lutz Bornmann , Jordan Comins , Staša Milojević