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The study of creativity in science has long sought quantitative metrics capable of capturing the originality of the scientific insights contained within articles and other scientific works. In recent years, the field has witnessed a…

数字图书馆 · 计算机科学 2025-12-11 Jack H. Culbert , Yoed N. Kenett , Philipp Mayr

Citation count is a popular index for assessing scientific papers. However, it depends on not only the quality of a paper but also various factors, such as conventionality, team size, and gender. Here, we examine the extent to which the…

数字图书馆 · 计算机科学 2022-02-10 Munjung Kim , Jisung Yoon , Woo-Sung Jung , Hyunuk Kim

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

Citation metrics are widely used to assess academic impact but suffer from social biases, including institutional prestige and journal visibility. Here we introduce rXiv Semantic Impact (XSI), a novel framework that predicts research impact…

信息检索 · 计算机科学 2025-02-20 Alexander V. Belikov

Understanding the relationship between the composition of a research team and the potential impact of their research papers is crucial as it can steer the development of new science policies for improving the research enterprise. Numerous…

数字图书馆 · 计算机科学 2023-07-03 Angelo Salatino , Simone Angioni , Francesco Osborne , Diego Reforgiato Recupero , Enrico Motta

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

This study introduces the Disruption Index as a superior citation-based metric. This index quantitatively assesses the degree to which a publication redirects subsequent scholarly attention away from its preceding literature, thus measuring…

数字图书馆 · 计算机科学 2025-12-09 Sarah James

Questions of definition and measurement continue to constrain a consensus on the measurement of interdisciplinarity. Using Rao-Stirling (RS) Diversity produces sometimes anomalous results. We argue that these unexpected outcomes can be…

数字图书馆 · 计算机科学 2018-08-30 Loet Leydesdorff , Caroline S. Wagner , Lutz Bornmann

This paper presents a statistical analysis of the relationship between three science indicators applied in earlier bibliometric studies, namely research leadership based on corresponding authorship, international collaboration using…

数字图书馆 · 计算机科学 2020-06-08 Felix de Moya-Anegon , Vicente P. Guerrero-Bote , Carmen Lopez-Illescas , Henk F. Moed

Rapid and efficient assessment of the future impact of research articles is a significant concern for both authors and reviewers. The most common standard for measuring the impact of academic papers is the number of citations. In recent…

计算与语言 · 计算机科学 2025-03-28 Qichen Sun , Yuxing Lu , Kun Xia , Li Chen , He Sun , Jinzhuo Wang

Science is a cumulative activity, which can manifest itself through the act of citing. Citations are also central to research evaluation, thus creating incentives for researchers to cite their own work. Using a dataset containing more than…

数字图书馆 · 计算机科学 2023-03-07 Philippe Vincent-Lamarre , Vincent Larivière

The pursuit of knowledge is the permanent goal of human beings. Scientific literature, as the major medium that carries knowledge between scientists, exhibits explosive growth during the last century. Despite the frequent use of many…

数字图书馆 · 计算机科学 2021-06-10 Luoyi Fu , Huquan Kang , Jianghao Wang , Ling Yao , Xinbing Wang , Chenghu Zhou

The paper analyses the citation impact of Library and Information Science, LIS for short, research articles published in 31 leading international LIS journals in 2015. The main research question is: to what degree do authors' disciplinary…

数字图书馆 · 计算机科学 2023-04-12 Kalervo Jarvelin , Yu-Wei Chang , Pertti Vakkari

Citation metrics serve as the cornerstone of scholarly impact evaluation despite their well-documented vulnerability to inflation through self-citation practices. This paper introduces the Self-Citation Adjusted Index (SCAI), a…

数字图书馆 · 计算机科学 2025-05-13 Rahul Vishwakarma , Sinchan Banerjee

Scientific contributions are a direct reflection of a research paper's value, illustrating its impact on existing theories or practices. Existing measurement methods assess contributions based on the authors' perceived or self-identified…

数字图书馆 · 计算机科学 2024-10-18 Liyue Chen , Jielan Ding , Donghuan Song , Zihao Qu

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

The temporal dimension of citation accumulation poses fundamental challenges for quantitative research evaluations, particularly in assessing disruptive and consolidating research through the disruption index (D). While prior studies…

数字图书馆 · 计算机科学 2026-04-21 Hongkan Chen , Lutz Bornmann , Yi Bu

Understanding the dynamics of authors is relevant to predict and quantify performance in science. While the relationship between recent and future citation counts is well-known, many relationships between scholarly metrics at the…

数字图书馆 · 计算机科学 2021-10-07 Ana C. M. Brito , Filipi N. Silva , Diego R. Amancio

The scientific impact of academic papers is influenced by intricate factors such as dynamic popularity and inherent contribution. Existing models typically rely on static graphs for citation count estimation, failing to differentiate among…

社会与信息网络 · 计算机科学 2024-09-04 Zhikai Xue , Guoxiu He , Zhuoren Jiang , Sichen Gu , Yangyang Kang , Star Zhao , Wei Lu

Context: Citations are a key measure of scientific performance in most fields, including software engineering. However, there is limited research that studies which characteristics of articles' metadata (title, abstract, keywords, and…

软件工程 · 计算机科学 2023-03-15 Lorenz Graf-Vlachy , Daniel Graziotin , Stefan Wagner
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