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 …

Science of science

S Fortunato, CT Bergstrom, K Börner, JA Evans… - Science, 2018 - science.org
BACKGROUND The increasing availability of digital data on scholarly inputs and outputs—
from research funding, productivity, and collaboration to paper citations and scientist mobility …

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 …

Large teams develop and small teams disrupt science and technology

L Wu, D Wang, JA Evans - Nature, 2019 - nature.com
One of the most universal trends in science and technology today is the growth of large
teams in all areas, as solitary researchers and small teams diminish in prevalence …

Early-career setback and future career impact

Y Wang, BF Jones, D Wang - Nature communications, 2019 - nature.com
Setbacks are an integral part of a scientific career, yet little is known about their long-term
effects. Here we examine junior scientists applying for National Institutes of Health R01 …

The science of science: From the perspective of complex systems

A Zeng, Z Shen, J Zhou, J Wu, Y Fan, Y Wang… - Physics reports, 2017 - Elsevier
The science of science (SOS) is a rapidly develo** field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …

Digital soil map**: A brief history and some lessons

B Minasny, AB McBratney - Geoderma, 2016 - Elsevier
Digital soil map** (DSM) is a successful sub discipline of soil science with an active
research output. The success of digital soil map** is a confluence of several factors in the …

Evolution and convergence of the patterns of international scientific collaboration

M Coccia, L Wang - Proceedings of the National Academy of Sciences, 2016 - pnas.org
International research collaboration plays an important role in the social construction and
evolution of science. Studies of science increasingly analyze international collaboration …

Big scholarly data: A survey

F **a, W Wang, TM Bekele, H Liu - IEEE Transactions on Big …, 2017 - ieeexplore.ieee.org
With the rapid growth of digital publishing, harvesting, managing, and analyzing scholarly
information have become increasingly challenging. The term Big Scholarly Data is coined …

[Књига][B] Becoming metric-wise: A bibliometric guide for researchers

R Rousseau, L Egghe, R Guns - 2018 - books.google.com
Becoming Metric-Wise: A Bibliometric Guide for Researchers aims to inform researchers
about metrics so that they become aware of the evaluative techniques being applied to their …