Computational social science and sociology

A Edelmann, T Wolff, D Montagne… - Annual review of …, 2020 - annualreviews.org
The integration of social science with computer science and engineering fields has
produced a new area of study: computational social science. This field applies …

Papers and patents are becoming less disruptive over time

M Park, E Leahey, RJ Funk - Nature, 2023 - nature.com
Theories of scientific and technological change view discovery and invention as
endogenous processes,, wherein previous accumulated knowledge enables future progress …

What do we know about the disruption index in scientometrics? An overview of the literature

C Leibel, L Bornmann - Scientometrics, 2024 - Springer
The purpose of this paper is to provide a review of the literature on the original disruption
index (DI1) and its variants in scientometrics. The DI1 has received much media attention …

SciSciNet: A large-scale open data lake for the science of science research

Z Lin, Y Yin, L Liu, D Wang - Scientific Data, 2023 - nature.com
The science of science has attracted growing research interests, partly due to the increasing
availability of large-scale datasets capturing the innerworkings of science. These datasets …

Flat teams drive scientific innovation

F Xu, L Wu, J Evans - … of the National Academy of Sciences, 2022 - National Acad Sciences
With teams growing in all areas of scientific and scholarly research, we explore the
relationship between team structure and the character of knowledge they produce. Drawing …

Surprising combinations of research contents and contexts are related to impact and emerge with scientific outsiders from distant disciplines

F Shi, J Evans - Nature Communications, 2023 - nature.com
We investigate the degree to which impact in science and technology is associated with
surprising breakthroughs, and how those breakthroughs arise. Identifying breakthroughs …

Building a PubMed knowledge graph

J Xu, S Kim, M Song, M Jeong, D Kim, J Kang… - Scientific data, 2020 - nature.com
PubMed® is an essential resource for the medical domain, but useful concepts are either
difficult to extract or are ambiguous, which has significantly hindered knowledge discovery …

[HTML][HTML] The impact of geographical distance on learning through collaboration

F van der Wouden, H Youn - Research Policy, 2023 - Elsevier
There is little question that new communication and transportation technologies have
effectively “shrunk the world” for a great many activities. At the same time, the “death of …

Scientific elite revisited: Patterns of productivity, collaboration, authorship and impact

J Li, Y Yin, S Fortunato, D Wang - Journal of the Royal …, 2020 - royalsocietypublishing.org
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 …

Quantifying revolutionary discoveries: Evidence from Nobel prize-winning papers

C Wei, J Li, D Shi - Information Processing & Management, 2023 - Elsevier
Numerous metrics have been developed to identify revolutionary science which is crucial for
advancing science. However, these metrics have rarely successfully identified revolutionary …