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In December 2016, after several years of development, Elsevier launched a set of transparent, comprehensive, current, and freely-available journal citation metrics called CiteScore metrics. Most of the CiteScore metrics are static, annual…

数字图书馆 · 计算机科学 2018-12-18 Chris James , Lisa Colledge , Wim Meester , Norman Azoulay , Andrew Plume

Estimating the quality of published research is important for evaluations of departments, researchers, and job candidates. Citation-based indicators sometimes support these tasks, but do not work for new articles and have low or moderate…

数字图书馆 · 计算机科学 2025-03-10 Mike Thelwall , Xiaorui Jiang , Peter A. Bath

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

A desirable goal of scientific management is to introduce, if it exists, a simple and reliable way to measure the scientific excellence of publicly-funded research institutions and universities to serve as a basis for their ranking and…

应用统计 · 统计学 2014-09-23 O. Mryglod , R. Kenna , Yu. Holovatch , B. Berche

Although citation-based indicators are widely used for research evaluation, they are not useful for recently published research, reflect only one of the three common dimensions of research quality, and have little value in some social…

数字图书馆 · 计算机科学 2026-02-10 Mike Thelwall

Most Performance-based Research Funding Systems (PRFS) draw on peer review and bibliometric indicators, two different methodologies which are sometimes combined. A common argument against the use of indicators in such research evaluation…

数字图书馆 · 计算机科学 2018-05-23 David Pride , Petr Knoth

Recently, the integrated impact indicator (I3) indicator was introduced where citations are weighted in accordance with the percentile rank class of each publication in a set of publications. I3 can also be used as a field-normalized…

数字图书馆 · 计算机科学 2019-02-19 Lutz Bornmann , Alexander Tekles , Loet Leydesdorff

Articles are cited for different purposes and differentiating between reasons when counting citations may therefore give finer-grained citation count information. Although identifying and aggregating the individual reasons for each citation…

数字图书馆 · 计算机科学 2020-08-10 Mike Thelwall

Citation analysis is widely used in research evaluation to assess the impact of scientific papers. These analyses rest on the assumption that citation decisions by authors are accurate, representing the flow of knowledge from cited to…

数字图书馆 · 计算机科学 2026-02-06 Lutz Bornmann , Christian Leibel

National research evaluation initiatives and incentive schemes have previously chosen between simplistic quantitative indicators and time-consuming peer review, sometimes supported by bibliometrics. Here we assess whether artificial…

Assessing a cited paper's impact is typically done by analyzing its citation context in isolation within the citing paper. While this focuses on the most directly relevant text, it prevents relative comparisons across all the works a paper…

数字图书馆 · 计算机科学 2026-04-24 Hannah Collison , Benjamin Van Durme , Daniel Khashabi

Microsoft Academic is a free academic search engine and citation index that is similar to Google Scholar but can be automatically queried. Its data is potentially useful for bibliometric analysis if it is possible to search effectively for…

数字图书馆 · 计算机科学 2017-11-27 Mike Thelwall

Citation impact indicators nowadays play an important role in research evaluation, and consequently these indicators have received a lot of attention in the bibliometric and scientometric literature. This paper provides an in-depth review…

数字图书馆 · 计算机科学 2016-02-26 Ludo Waltman

A reference-based classification system for individual Scopus publications is presented which takes into account the categories of the papers citing those references instead of the journals in which those cited papers are published. It…

数字图书馆 · 计算机科学 2025-02-21 Jesus M. Alvarez-Llorente , Vicente P. Guerrero-Bote , Felix de Moya-Anegon

The issue of open access (OA) to scientific publications is attracting growing interest within the scientific community and among policy makers. Open access indicators are being calculated. In its 2019 ranking, the ''Centre for Science and…

数字图书馆 · 计算机科学 2023-09-08 Abdelghani Maddi

The basic indicators of a researcher's productivity and impact are still the number of publications and their citation counts. These metrics are clear, straightforward, and easy to obtain. When a ranking of scholars is needed, for instance…

数字图书馆 · 计算机科学 2015-05-13 Dalibor Fiala , Lovro Šubelj , Slavko Žitnik , Marko Bajec

As part of the data-driven paradigm and open science movement, the data paper is becoming a popular way for researchers to publish their research data, based on academic norms that cross knowledge domains. Data journals have also been…

数字图书馆 · 计算机科学 2023-07-20 Chenyue Jiao , Kai Li , Zhichao Fang

Many journals post accepted articles online before they are formally published in an issue. Early citation impact evidence for these articles could be helpful for timely research evaluation and to identify potentially important articles…

数字图书馆 · 计算机科学 2018-02-22 Kayvan Kousha , Mike Thelwall , Mahshid Abdoli

The potential benefit of open access (OA) in relation to citation impact has been discussed in the literature in depth. The methodology used to test the OA citation advantage includes comparing OA vs. non-OA journal impact factors and…

数字图书馆 · 计算机科学 2017-09-12 Pablo Dorta-González , Yolanda Santana-Jiménez

Two commonly used ideas in the development of citation-based research performance indicators are the idea of normalizing citation counts based on a field classification scheme and the idea of recursive citation weighing (like in…

数字图书馆 · 计算机科学 2011-05-18 Ludo Waltman , Erjia Yan , Nees Jan van Eck