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There is demand from science funders, industry, and the public that science should become more risk-taking, more out-of-the-box, and more interdisciplinary. Is it possible to tell how interdisciplinary and out-of-the-box scientific papers…

数字图书馆 · 计算机科学 2020-07-01 Stefan Thurner , Wenyuan Liu , Peter Klimek , Siew Ann Cheong

Science is a collaborative endeavor in which "who collaborates with whom" profoundly influences scientists' career trajectories and success. Despite its relevance, little is known about how scholars facilitate new collaborations among their…

物理与社会 · 物理学 2026-04-20 Jan Bachmann , Lisette Espín-Noboa , Gerardo Iñiguez , Fariba Karimi

Researchers or students entering a emerging research area are particularly interested in what newly published papers will be most cited and which young researchers will become influential in the future, so that they can catch the most…

社会与信息网络 · 计算机科学 2014-07-08 Senzhang Wang , Sihong Xie , Xiaoming Zhang , Zhoujun Li , Philip S. Yu , Xinyu Shu

Experience plays a critical role in crafting high impact scientific work. This is particularly evident in top multidisciplinary journals, where a scientist is unlikely to appear as senior author if they have not previously published within…

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

We examine the innovation of researchers with long-lived careers in Computer Science and Physics. Despite the epistemological differences between such disciplines, we consistently find that a researcher's most innovative publication occurs…

数字图书馆 · 计算机科学 2023-01-18 Mingtang Li , Giacomo Livan , Simone Righi

Research collaboration is promoted by governments and research funders but if the relative prevalence and merits of collaboration vary internationally different national and disciplinary strategies may be needed to promote it. This study…

数字图书馆 · 计算机科学 2019-10-03 Mike Thelwall , Nabeil Maflahi

The constantly increasing rate at which scientific papers are published makes it difficult for researchers to identify papers that currently impact the research field of their interest. Hence, approaches to effectively identify papers of…

数字图书馆 · 计算机科学 2021-04-21 Ilias Kanellos , Thanasis Vergoulis , Dimitris Sacharidis , Theodore Dalamagas , Yannis Vassiliou

This paper analyzes the effect of interdisciplinarity on the scientific impact of individual papers. Using all the papers published in Web of Science in 2000, we define the degree of interdisciplinarity of a given paper as the percentage of…

物理与社会 · 物理学 2009-08-13 Vincent Lariviere , Yves Gingras

Calls to make scientific research more open have gained traction with a range of societal stakeholders. Open Science practices include but are not limited to the early sharing of results via preprints and openly sharing outputs such as data…

For decades the number of scientific publications has been rapidly increasing, effectively out-dating knowledge at a tremendous rate. Only few scientific milestones remain relevant and continuously attract citations. Here we quantify how…

Humans collaborate in different contexts such as in creative or scientific projects, in workplaces and in sports. Depending on the project and external circumstances, a newly formed collaboration may include people that have collaborated…

社会与信息网络 · 计算机科学 2022-10-06 Jonas L. Juul , Austin R. Benson , Jon Kleinberg

Throughout history, a relatively small number of individuals have made a profound and lasting impact on science and society. Despite long-standing, multi-disciplinary interests in understanding careers of elite scientists, there have been…

数字图书馆 · 计算机科学 2020-05-26 Jichao Li , Yian Yin , Santo Fortunato , Dashun Wang

Nobel Prizes are commonly seen to be among the most prestigious achievements of our times. Based on mining several million citations, we quantitatively analyze the processes driving paradigm shifts in science. We find that groundbreaking…

物理与社会 · 物理学 2011-05-11 Amin Mazloumian , Young-Ho Eom , Dirk Helbing , Sergi Lozano , Santo Fortunato

Open science is increasingly recognised worldwide, with preprint posting emerging as a key strategy. This study explores the factors influencing researchers' adoption of preprint publication, particularly the perceived effectiveness of this…

数字图书馆 · 计算机科学 2025-04-29 Pablo Dorta-González , María Isabel Dorta-González

Interdisciplinary research is fundamental when it comes to tackling complex problems in our highly interlinked world, and is on the rise globally. Yet, it is unclear why--in an increasingly competitive academic environment--one should…

数字图书馆 · 计算机科学 2021-04-28 Ye Sun , Giacomo Livan , Athen Ma , Vito Latora

We followed scientists who started publishing in 2000 and who continued publishing until 2020-2023 (N = 41,424). These survivors in science authored 2 million articles (N = 2,089,097) with more than 70 million cited references (N =…

数字图书馆 · 计算机科学 2025-12-30 Marek Kwiek , Lukasz Szymula

Citation analysis, as a tool for quantitative studies of science, has long emphasized direct citation relations, leaving indirect or high order citations overlooked. However, a series of early and recent studies demonstrate the existence of…

社会与信息网络 · 计算机科学 2020-04-28 Chao Min , Qingyu Chen , Erjia Yan , Yi Bu , Jianjun Sun

Authorship of scientific articles has profoundly changed from early science until now. If once upon a time a paper was authored by a handful of authors, scientific collaborations are much more prominent on average nowadays. As authorship…

数字图书馆 · 计算机科学 2022-07-08 Andrea Mannocci , Ornella Irrera , Paolo Manghi

Collaborations are an integral part of scientific research and publishing. In the past, access to large-scale corpora has limited the ways in which questions about collaborations could be investigated. However, with improvements in…

社会与信息网络 · 计算机科学 2018-09-13 Lovenoor Aulck , Kishore Vasan , Jevin West