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The structure of collaboration is known to be of great importance for the success of scientific endeavors. In particular, various types of social capital employed in co-authored work and projects bridging disciplinary boundaries have…

数字图书馆 · 计算机科学 2020-06-04 Oliver J. Wieczorek , Mark Wittek , Raphael H. Heiberger

Although interdisciplinarity is often touted as a necessity for modern research, the evidence on the relative impact of sectorial versus to interdisciplinary science is qualitative at best. In this paper we leverage the bibliographic data…

We address the question to what extent the success of scientific articles is due to social influence. Analyzing a data set of over 100000 publications from the field of Computer Science, we study how centrality in the coauthorship network…

物理与社会 · 物理学 2014-03-03 Emre Sarigöl , Rene Pfitzner , Ingo Scholtes , Antonios Garas , Frank Schweitzer

Collaboration is a key driver of science and innovation. Mainly motivated by the need to leverage different capacities and expertise to solve a scientific problem, collaboration is also an excellent source of information about the future…

物理与社会 · 物理学 2024-01-25 Sara Venturini , Satyaki Sikdar , Francesco Rinaldi , Francesco Tudisco , Santo Fortunato

Scientists are frequently faced with the important decision to start or terminate a creative partnership. This process can be influenced by strategic motivations, as early career researchers are pursuers, whereas senior researchers are…

物理与社会 · 物理学 2015-09-08 Alexander Michael Petersen

A large number of published studies have examined the properties of either networks of citation among scientific papers or networks of coauthorship among scientists. Here, using an extensive data set covering more than a century of physics…

数字图书馆 · 计算机科学 2013-08-09 Travis Martin , Brian Ball , Brian Karrer , M. E. J. Newman

Scientific collaboration in almost every discipline is mainly driven by the need of sharing knowledge, expertise, and pooled resources. Science is becoming more complex which has encouraged scientists to involve more in collaborative…

社会与信息网络 · 计算机科学 2022-05-26 Anahita Hajibabaei , Andrea Schiffauerova , Ashkan Ebadi

Science, being a social enterprise, is subject to fragmentation into groups that focus on specialized areas or topics. Often new advances occur through cross-fertilization of ideas between sub-fields that otherwise have little overlap as…

物理与社会 · 物理学 2012-08-17 Raj Kumar Pan , Sitabhra Sinha , Kimmo Kaski , Jari Saramäki

New researchers are usually very curious about the recipe that could accelerate the chances of their paper getting accepted in a reputed forum (journal/conference). In search of such a recipe, we investigate the profile and peer review text…

数字图书馆 · 计算机科学 2020-06-15 Rima Hazra , Aryan , Hardik Aggarwal , Matteo Marsili , Animesh Mukherjee

Citations acknowledge the impact a scientific publication has on subsequent work. At the same time, deciding how and when to cite a paper, is also heavily influenced by social factors. In this work, we conduct an empirical analysis based on…

数字图书馆 · 计算机科学 2021-03-29 Andrea Fronzetti Colladon , Ciriaco Andrea D'Angelo , Peter A. Gloor

We perform the analysis of scientific collaboration at the level of universities. The scope of this study is to answer two fundamental questions: (i) can one indicate a category (i.e., a scientific discipline) that has the greatest impact…

物理与社会 · 物理学 2013-12-17 Julian Sienkiewicz , Krzysztof Soja , Janusz A. Holyst , Peter M. A. Sloot

Over the last four decades, the way knowledge is created in academia has transformed dramatically: research teams have grown larger, scholars draw from ever-wider pools of prior work, and the most influential discoveries increasingly emerge…

数字图书馆 · 计算机科学 2025-11-27 Sarah J. James , Marcus A. Rodriguez , David P. Miller

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

One of the most interesting scientific challenges nowadays deals with the analysis and the understanding of complex networks' dynamics. A major issue is the definition of new frameworks for the exploration of the dynamics at play in real…

社会与信息网络 · 计算机科学 2010-12-21 Walter Quattrociocchi , Frederic Amblard

In scientific research, collaboration is one of the most effective ways to take advantage of new ideas, skills, resources, and for performing interdisciplinary research. Although collaboration networks have been intensively studied, the…

数字图书馆 · 计算机科学 2022-09-14 An Zeng , Ying Fan , Zengru Di , Yougui Wang , Shlomo Havlin

Team science dominates scientific knowledge production, but what makes academic teams successful? Using temporal data on 25.2 million publications and 31.8 million authors, we propose a novel network-driven approach to identify and study…

数字图书馆 · 计算机科学 2025-07-18 Hanjo D. Boekhout , Eelke M. Heemskerk , Niccolò Pisani , Frank W. Takes

We present the first complete confirmation of Granovetter's theory of social networks using a massive dataset. For this purpose, we study a scientific collaboration network, which is considered one of the most important examples that…

物理与社会 · 物理学 2022-03-30 Agata Fronczak , Maciej J. Mrowinski , Piotr Fronczak

Serendipity plays an important role in scientific discovery. Indeed, many of the most important breakthroughs, ranging from penicillin to the electric battery, have been made by scientists who were stimulated by a chance exposure to…

计量经济学 · 经济学 2023-08-16 Pyung Nahm , Raviv Murciano-Goroff , Michael Park , Russell J. Funk

Co-authorship in publications within a discipline uncovers interesting properties of the analysed field. We represent collaboration in academic papers of computer science in terms of differently grained networks, including those…

社会与信息网络 · 计算机科学 2015-03-17 Massimo Franceschet

We study empirically the time evolution of scientific collaboration networks in physics and biology. In these networks, two scientists are considered connected if they have coauthored one or more papers together. We show that the…

统计力学 · 物理学 2009-11-07 M. E. J. Newman
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