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An important issue in the field of academic measurement is how to evaluate academic influence scientifically and comprehensively, which can help government and research organizations better allocate academic resources and recruit…

数字图书馆 · 计算机科学 2021-07-15 Yun Wan , Feng Xiao , Lu Li , Zhenghao Zhong

The lack of predictability of citation-based measures frequently used to gauge impact, from impact factors to short-term citations, raises a fundamental question: Is there long-term predictability in citation patterns? Here, we derive a…

数字图书馆 · 计算机科学 2014-01-09 Dashun Wang , Chaoming Song , Albert-László Barabási

The number of citations is a widely used metric to evaluate the scientific credit of papers, scientists and journals. However, it does happen that a paper with fewer citations from prestigious scientists is of higher influence than papers…

数字图书馆 · 计算机科学 2012-04-03 Yan-Bo Zhou , Linyuan Lü , Menghui Li

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 increasing availability of curated citation data provides a wealth of resources for analyzing and understanding the intellectual influence of scientific publications. In the field of statistics, current studies of citation data have…

数字图书馆 · 计算机科学 2021-10-19 Lijia Wang , Xin Tong , Y. X. Rachel Wang

References, the mechanism scientists rely on to signal previous knowledge, lately have turned into widely used and misused measures of scientific impact. Yet, when a discovery becomes common knowledge, citations suffer from obliteration by…

计算与语言 · 计算机科学 2024-05-14 Xiangyi Meng , Onur Varol , Albert-László Barabási

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 standard measure of the influence of a research paper is the number of times it is cited. However, papers may be cited for many reasons, and citation count offers limited information about the extent to which a paper affected the content…

计算与语言 · 计算机科学 2022-10-26 Sandeep Soni , David Bamman , Jacob Eisenstein

Citation networks have fed numerous works in scientific evaluation, science mapping (and more recently large-scale network studies) for decades. The variety of citation behavior across scientific fields is both a research topic in sociology…

数字图书馆 · 计算机科学 2013-02-20 Michel Zitt , Jean-Philippe Cointet

For many public research organizations, funding creation of science and maximizing scientific output is of central interest. Typically, when evaluating scientific production for funding, citations are utilized as a proxy, although these are…

数字图书馆 · 计算机科学 2024-12-11 Michael Balzer , Adhen Benlahlou

Many different measures are used to assess academic research excellence and these are subject to ongoing discussion and debate within the scientometric, university-management and policy-making communities internationally. One topic of…

数字图书馆 · 计算机科学 2014-09-23 O. Mryglod , R. Kenna , Yu. Holovatch , B. Berche

With the passage of more time from the original date of publication, the measure of the impact of scientific works using subsequent citation counts becomes more accurate. However the measurement of individual and organizational research…

数字图书馆 · 计算机科学 2018-11-06 Giovanni Abramo , Tindaro Cicero , Ciriaco Andrea D'Angelo

For several decades, a leading paradigm of how to quantitatively assess scientific research has been the analysis of the aggregated citation information in a set of scientific publications. Although the representation of this information as…

物理与社会 · 物理学 2015-06-12 David F. Klosik , Stefan Bornholdt

In a context of ever more specialized scientists, interdisciplinarity receives increasing attention as innovating ideas are often situated where the disciplines meet. In many countries science policy makers installed dedicated funding…

数字图书馆 · 计算机科学 2013-07-26 Nadine Rons

With the growing number of published scientific papers world-wide, the need to evaluation and quality assessment methods for research papers is increasing. Scientific fields such as scientometrics, informetrics and bibliometrics establish…

数字图书馆 · 计算机科学 2019-03-19 Ali Abrishami , Sadegh Aliakbary

If we want to assess whether the paper in question has had a particularly high or low citation impact compared to other papers, the standard practice in bibliometrics is to normalize citations in respect of the subject category and…

数字图书馆 · 计算机科学 2013-07-30 Lutz Bornmann , Werner Marx , Andreas Barth

Whether a scientific paper is cited is related not only to the influence of its author(s) but also to the journal publishing it. Scientists, either proficient or tender, usually submit their most important work to prestigious journals which…

物理与社会 · 物理学 2014-05-12 Zheng Yao , Xiao-Long Peng , Li-Jie Zhang , Xin-Jian Xu

Quantifying the impact of a scholarly paper is of great significance, yet the effect of geographical distance of cited papers has not been explored. In this paper, we examine 30,596 papers published in Physical Review C, and identify the…

数字图书馆 · 计算机科学 2020-08-11 Xiaomei Bai , Fuli Zhang , Jie Hou , Ivan Lee , Xiangjie Kong , Amr Tolba , Feng Xia

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

We conducted a large-scale analysis of around 10,000 scientific articles, from the period 2007-2016, to study the bibliometric or formal aspects influencing citations. A transversal analysis was conducted disaggregating the articles into…

数字图书馆 · 计算机科学 2018-04-30 Pablo Dorta-González , Yolanda Santana-Jiménez