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Academic publishing requires solving a collective coordination problem: among thousands of possible publication venues, which deserve a community's attention? A clear consensus helps scholars allocate attention, match submissions to…

数字图书馆 · 计算机科学 2026-03-03 Ian Van Buskirk , Marilena Hohmann , Ekaterina Landgren , Johan Ugander , Aaron Clauset , Daniel B. Larremore

Do highly productive researchers have significantly higher probability to produce top cited papers? Or does the increased productivity in science only result in a sea of irrelevant papers as a perverse effect of competition and the…

数字图书馆 · 计算机科学 2015-10-08 Peter van den Besselaar , Ulf Sandstrom

Conferences serve as a crucial avenue for scientific communication. However, the increase in conferences and the subsequent publication of proceedings have prompted inquiries regarding the research quality being showcased at such events.…

信息检索 · 计算机科学 2025-02-06 Kiran Sharma , Parul Khurana

Interdisciplinary research has emerged as a hotbed for innovation and a key approach to addressing complex societal challenges. The increasing dominance of grant-supported research in shaping scientific advances, coupled with growing…

数字图书馆 · 计算机科学 2026-03-11 Minsu Park , Suman Kalyan Maity , Stefan Wuchty , Dashun Wang

Academic research groups are treated as complex systems and their cooperative behaviour is analysed from a mathematical and statistical viewpoint. Contrary to the naive expectation that the quality of a research group is simply given by the…

物理与社会 · 物理学 2011-02-28 Ralph Kenna , Bertrand Berche

Quantifying success in science plays a key role in guiding funding allocations, recruitment decisions, and rewards. Recently, a significant amount of progresses have been made towards quantifying success in science. This lack of detailed…

数字图书馆 · 计算机科学 2020-08-12 Xiaomei Bai , Hanxiao Pan , Jie Hou , Teng Guo , Ivan Lee , Feng Xia

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

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

The tremendous advances in computer science in the last few decades have provided the platform to address and solve complex problems using interdisciplinary research. In this paper, we investigate how the extent of interdisciplinarity in…

数字图书馆 · 计算机科学 2017-10-18 Tanmoy Chakraborty

The question of citation behavior has always intrigued scientists from various disciplines. While general citation patterns have been widely studied in the literature we develop the notion of citation projection graphs by investigating the…

数字图书馆 · 计算机科学 2010-04-21 Xiaolin Shi , Jure Leskovec , Daniel A. McFarland

In an article written five years ago [arXiv:0809.0522], we described a method for predicting which scientific papers will be highly cited in the future, even if they are currently not highly cited. Applying the method to real citation data…

物理与社会 · 物理学 2014-02-06 M. E. J. Newman

Reputation is an important social construct in science, which enables informed quality assessments of both publications and careers of scientists in the absence of complete systemic information. However, the relation between reputation and…

Citations are essential for recognizing scientific contributions, yet citation behavior is shaped by more than just relevance or quality. We analyzed approximately 255,000 refereed astronomy articles published between 2000 and 2025 to…

数字图书馆 · 计算机科学 2026-03-27 Vardan Adibekyan , Olivier Demangeon , Tiago Campante , Nuno Santos , Susana Barros , Artur Hakobyan

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

Big data have the characteristics of enormous volume, high velocity, diversity, value-sparsity, and uncertainty, which lead the knowledge learning from them full of challenges. With the emergence of crowdsourcing, versatile information can…

机器学习 · 计算机科学 2022-06-22 Jing Zhang

Citation distributions for 1992, 1994, 1996, 1997, 1999, and 2001, which were published in the 2004 report of the National Science Foundation, USA, are analyzed. It is shown that the ratio of the total number of citations of any two broad…

统计理论 · 数学 2007-06-13 Igor Podlubny

The present paper takes its place in the stream of studies that analyze the effect of interdisciplinarity on the impact of research output. Unlike previous studies, in this study the interdisciplinarity of the publications is not inferred…

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

Scholarly article impact reflects the significance of academic output recognised by academic peers, and it often plays a crucial role in assessing the scientific achievements of researchers, teams, institutions and countries. It is also…

数字图书馆 · 计算机科学 2020-08-11 Xiaomei Bai , Hui Liu , Fuli Zhang , Zhaolong Ning , Xiangjie Kong , Ivan Lee , Feng Xia

The ongoing growth in the volume of scientific literature available today precludes researchers from efficiently discerning the relevant from irrelevant content. Researchers are constantly interested in impactful papers, authors and venues…

数字图书馆 · 计算机科学 2015-08-11 Neil Shah , Yang Song

University-industry research collaboration is one of the major research policy priorities of advanced economies. In this study, we try to identify the main drivers that could influence the propensity of academics to engage in research…

综合经济学 · 经济学 2021-03-30 Giovanni Abramo , Ciriaco Andrea D'Angelo