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One can point to a variety of historical milestones for gender equality in STEM (science, technology, engineering, and mathematics), however, practical effects are incremental and ongoing. It is important to quantify gender differences in…

Co-authorship networks, where nodes represent authors and edges represent co-authorship relations, are key to understanding the production and diffusion of knowledge in academia. Social constructs, biases (implicit and explicit), and…

社会与信息网络 · 计算机科学 2023-05-04 Ana Maria Jaramillo , Hywel T. P. Williams , Nicola Perra , Ronaldo Menezes

One of the most problematic aspects in the creation of spin-offs by university personnel concerns the relationship between entrepreneurial activity and research activity by researcher-entrepreneurs. The literature has expressed varying and…

数字图书馆 · 计算机科学 2018-11-01 Giovanni Abramo , Ciriaco Andrea D'Angelo , Marco Ferretti , Adele Parmentola

Starting from the dataset of the publication corpus of the APS during the period 1955-2009, we reconstruct the individual researchers trajectories, namely the list of the consecutive affiliations for each scholar. Crossing this information…

物理与社会 · 物理学 2013-12-23 Floriana Gargiulo , Timoteo Carletti

The intention of this work is to analyze top scientists' collaboration behavior at the "international", "domestic extramural" and "intramural" levels, and compare it to that of their lesser performing colleagues. The field of observation…

数字图书馆 · 计算机科学 2019-09-19 Giovanni Abramo , Ciriaco Andrea D'Angelo , Flavia Di Costa

This paper investigates the role of homophily and focus constraint in shaping collaborative scientific research. First, homophily structures collaboration when scientists adhere to a norm of exclusivity in selecting similar partners at a…

物理与社会 · 物理学 2011-05-17 T. S. Evans , R. Lambiotte , P. Panzarasa

Online science dissemination has quickly become crucial in promoting scholars' work. Recent literature has demonstrated a lack of visibility for women's research, where women's articles receive fewer academic citations than men's. The…

计算机与社会 · 计算机科学 2023-08-02 Orsolya Vásárhelyi , Emőke-Ágnes Horvát

Reputation-based cooperation on social networks offers a causal mechanism between graph properties and social trust. Recent papers on the `structural microfoundations` of the society used this insight to show how demographic processes, such…

社会与信息网络 · 计算机科学 2022-03-02 Tamas David-Barrett

In modern scientific collaboration networks, certain researchers play a pivotal role in bridging scholars who have never worked together - a phenomenon we term academic "match-makers." Despite their potential importance, the prevalence,…

数字图书馆 · 计算机科学 2026-04-21 Hongkan Chen , Qingshan Zhou , Robin Haunschild , Yi Bu

Co-authorship networks have been extensively studied in network science as they pose as a perfect example of how single elements of a system give rise to collective phenomena on an intricate, non-trivial structure of interactions. However,…

物理与社会 · 物理学 2020-05-29 Demival Vasques Filho , Dion R. J. O'Neale

Network topology and its relationship to tie strengths may hinder or enhance the spreading of information in social networks. We study the correlations between tie strengths and topology in networks of scientific collaboration, and show…

物理与社会 · 物理学 2012-01-12 Raj Kumar Pan , Jari Saramäki

Software development has become essential to scientific research, but its relationship to traditional metrics of scholarly credit remains poorly understood. We develop a dataset of approximately 140,000 paired research articles and code…

软件工程 · 计算机科学 2026-01-08 Eva Maxfield Brown , Isaac Slaughter , Nicholas Weber

Understanding how institutional changes within academia may affect the overall potential of science requires a better quantitative representation of how careers evolve over time. Since knowledge spillovers, cumulative advantage,…

物理与社会 · 物理学 2012-04-04 Alexander M. Petersen , Massimo Riccaboni , H. Eugene Stanley , Fabio Pammolli

Scientists in some fields are concerned that many, or even most, published results are false. A high rate of false positives might arise accidentally, from shoddy research practices. Or it might be the inevitable result of institutional…

物理与社会 · 物理学 2020-03-03 Alexander J. Stewart , Joshua B. Plotkin

The incidence of extramural collaboration in academic research activities is increasing as a result of various factors. These factors include policy measures aimed at fostering partnership and networking among the various components of the…

数字图书馆 · 计算机科学 2018-12-20 Giovanni Abramo , Ciriaco Andrea D'Angelo , Flavia Di Costa

Scientific impact has been the center of extended debate regarding its accuracy and reliability. From hiring committees in academic institutions to governmental agencies that distribute funding, an author's scientific success as measured by…

社会与信息网络 · 计算机科学 2021-04-13 Giannis Nikolentzos , George Panagopoulos , Iakovos Evdaimon , Michalis Vazirgiannis

Complex networks have attracted a great deal of research interest in the last two decades since Watts & Strogatz, Barab\'asi & Albert and Girvan & Newman published their highly-cited seminal papers on small-world networks, on scale-free…

社会与信息网络 · 计算机科学 2020-01-13 Roland Molontay , Marcell Nagy

Community detection helps us simplify the complex configuration of networks, but communities are reliable only if they are statistically significant. To detect statistically significant communities, a common approach is to resample the…

物理与社会 · 物理学 2013-02-12 Atieh Mirshahvalad , Olivier H. Beauchesne , Eric Archambault , Martin Rosvall

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

We examine gender differences in collaboration networks and academic career progression in physics. We use the likelihood and time to become a principal investigator (PI) and the length of an author's career to measure career progression.…

物理与社会 · 物理学 2025-05-23 Mingrong She , Jan Bachmann , Fariba Karimi , Leto Peel
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