Data, measurement and empirical methods in the science of science

L Liu, BF Jones, B Uzzi, D Wang - Nature human behaviour, 2023 - nature.com
The advent of large-scale datasets that trace the workings of science has encouraged
researchers from many different disciplinary backgrounds to turn scientific methods into …

Carving joints into nature: reengineering scientific concepts in light of concept-laden evidence

M Dubova, RL Goldstone - Trends in Cognitive Sciences, 2023 - cell.com
A new wave of proposals suggests that scientists must reassess scientific concepts in light of
accumulated evidence. However, reengineering scientific concepts in light of data is …

Gender inequality and self-publication are common among academic editors

F Liu, P Holme, M Chiesa, B AlShebli… - Nature human …, 2023 - nature.com
Scientific editors shape the content of academic journals and set standards for their fields.
Yet, the degree to which the gender makeup of editors reflects that of scientists, and the rate …

Higher-order organization of multivariate time series

A Santoro, F Battiston, G Petri, E Amico - Nature Physics, 2023 - nature.com
Time series analysis has proven to be a powerful method to characterize several
phenomena in biology, neuroscience and economics, and to understand some of their …

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 …

New directions in science emerge from disconnection and discord

Y Lin, JA Evans, L Wu - Journal of Informetrics, 2022 - Elsevier
Science is built on scholarly consensus that shifts with time. This raises the question of how
new and revolutionary ideas are evaluated and become accepted into the canon of science …

Understanding the onset of hot streaks across artistic, cultural, and scientific careers

L Liu, N Dehmamy, J Chown, CL Giles… - Nature communications, 2021 - nature.com
Across a range of creative domains, individual careers are characterized by hot streaks,
which are bursts of high-impact works clustered together in close succession. Yet it remains …

City2vec: Urban knowledge discovery based on population mobile network

Y Zhang, X Zheng, M Helbich, N Chen… - Sustainable Cities and …, 2022 - Elsevier
Due to the needs of social and economic development, population movements between
cities often occur on a large scale. Spontaneous population movements between cities …

Metrics and mechanisms: Measuring the unmeasurable in the science of science

L Wu, A Kittur, H Youn, S Milojević, E Leahey… - Journal of …, 2022 - Elsevier
What science does, what science could do, and how to make science work? If we want to
know the answers to these questions, we need to be able to uncover the mechanisms of …

Reproducible science of science at scale: pySciSci

AJ Gates, AL Barabási - Quantitative Science Studies, 2023 - direct.mit.edu
Science of science (SciSci) is a growing field encompassing diverse interdisciplinary
research programs that study the processes underlying science. The field has benefited …