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相关论文: The Credibility Revolution in Political Science

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With the recognized crisis of credibility in scientific research, there is a growth of reproducibility studies in computer science, and although existing surveys have reviewed reproducibility from various perspectives, especially very…

软件工程 · 计算机科学 2023-12-19 José Armando Hernández , Miguel Colom

Articles in high-impact journals are, on average, more frequently cited. But are they cited more often because those articles are somehow more "citable"? Or are they cited more often simply because they are published in a high-impact…

数字图书馆 · 计算机科学 2021-03-29 V. A. Traag

Citation metrics are becoming pervasive in the quantitative evaluation of scholars, journals and institutions. More then ever before, hiring, promotion, and funding decisions rely on a variety of impact metrics that cannot disentangle…

数字图书馆 · 计算机科学 2015-09-03 Jasleen Kaur , Emilio Ferrara , Filippo Menczer , Alessandro Flammini , Filippo Radicchi

This bibliometric study of a large publication set dealing with research on climate change aims at mapping the relevant literature from a bibliometric perspective and presents a multitude of quantitative data: (1) The growth of the overall…

数字图书馆 · 计算机科学 2016-08-03 Robin Haunschild , Lutz Bornmann , Werner Marx

Previous work indicates that over the past 20 years, the highest quality work have been published in an increasingly diverse and larger group of journals. In this paper we examine whether this diversification has also affected the handful…

数字图书馆 · 计算机科学 2013-04-25 Vincent Lariviere , George A. Lozano , Yves Gingras

Scientific publishing lays the foundation of science by disseminating research findings, fostering collaboration, encouraging reproducibility, and ensuring that scientific knowledge is accessible, verifiable, and built upon over time.…

In this paper, we examine the evolution of the impact of non-elite journals. We attempt to answer two questions. First, what fraction of the top-cited articles are published in non-elite journals and how has this changed over time. Second,…

The importance of research teams' diversity for the progress of science is highlighted extensively. Despite the seemingly hegemonic role of hypothesis testing in modern quantitative research, little attention has been devoted to the…

数字图书馆 · 计算机科学 2024-10-01 Andres F. Castro Torres , Aliakbar Akbaritabar

It is a matter of debate whether a shrinking proportion of scholarly literature is getting most of the references over time. It is also less well understood how a narrowing literature usage would affect the circulation of ideas in the…

数字图书馆 · 计算机科学 2022-05-02 Attila Varga

The rapid integration of generative AI into academic writing has prompted widespread policy responses from journals and publishers. However, the effectiveness of these policies remains unclear. Here, we analyze 5,114 journals and over 5.2…

人工智能 · 计算机科学 2026-01-21 Yongyuan He , Yi Bu

The use of the open innovation paradigm has been, over the past years, getting special attention in the public sector. Motivated by an urban environment that is increasingly more complex and challenging, several government agencies have…

计算机与社会 · 计算机科学 2024-04-10 Joel Alves de Lima Júnior , Kiev Gama , Jorge da Silva Correia Neto

The increasing adoption of large language models (LLMs) has raised serious concerns about their reliability and trustworthiness. As a result, a growing body of research focuses on evidence-based text generation with LLMs, aiming to link…

计算与语言 · 计算机科学 2026-04-17 Tobias Schreieder , Tim Schopf , Michael Färber

This paper examines how the role of cited papers evolves over time by analyzing nearly 900 highly cited papers (HCPs) published between 2000 and 2016 and the full text of over 220,000 papers citing them. We investigate multiple citation…

数字图书馆 · 计算机科学 2025-09-05 Gege Lin , Nees Jan van Eck , Haiyan Hou , Zhigang Hu

The shift from individual effort to collaborative output has benefited science, with scientific work pursued collaboratively having increasingly led to more highly impactful research than that pursued individually. However, understanding of…

数字图书馆 · 计算机科学 2018-06-13 Yuxiao Dong , Hao Ma , Jie Tang , Kuansan Wang

The use of Wikipedia citations in scholarly research has been the topic of much inquiry over the past decade. A cross-publisher study (Taylor & Francis and University of Michigan Press) convened by Digital Science was established in late…

数字图书馆 · 计算机科学 2024-09-19 Michael Taylor , Carlos Areia , Kath Burton , Charles Watkinson

Science is a growing system, exhibiting ~4% annual growth in publications and ~1.8% annual growth in the number of references per publication. Combined these trends correspond to a 12-year doubling period in the total supply of references,…

数字图书馆 · 计算机科学 2019-12-17 Raj K. Pan , Alexander M. Petersen , Fabio Pammolli , Santo Fortunato

Citations are commonly held to represent scientific impact. To date, however, there is no empirical evidence in support of this postulate that is central to research assessment exercises and Science of Science studies. Here, we report on…

数字图书馆 · 计算机科学 2016-12-14 Filippo Radicchi , Alexander Weissman , Johan Bollen

Science progresses by building upon previous discoveries. It is commonly believed that the impact of scientific papers, as measured by citations, is positively correlated with the impact of past discoveries built upon. However, analyzing…

物理与社会 · 物理学 2023-03-08 Jiazhen Liu , Tamang Kunal , Dashun Wang , Chaoming Song

This study elaborates a text-based metric to quantify the unique position of stylized scientific research, characterized by its innovative integration of diverse knowledge components and potential to pivot established scientific paradigms.…

数字图书馆 · 计算机科学 2023-12-12 Yuanyuan Shu , Tianxing Pan

Critique between peers plays a vital role in the production of scientific knowledge. Yet, there is limited empirical evidence on the origins of criticism, its effects on the papers and individuals involved, and its visibility within the…

数字图书馆 · 计算机科学 2024-12-05 Bingsheng Chen , Dakota Murray , Yixuan Liu , Albert-László Barabási