[HTML][HTML] 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 …

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 …

[图书][B] The science of science

D Wang, AL Barabási - 2021 - books.google.com
This is the first comprehensive overview of the'science of science,'an emerging
interdisciplinary field that relies on big data to unveil the reproducible patterns that govern …

[HTML][HTML] 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 …

[HTML][HTML] 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 developing field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …

Digital soil mapping: A brief history and some lessons

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

Big scholarly data: A survey

F Xia, 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 …

Evolution and convergence of the patterns of international scientific collaboration

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

Ranking in evolving complex networks

H Liao, MS Mariani, M Medo, YC Zhang, MY Zhou - Physics Reports, 2017 - Elsevier
Complex networks have emerged as a simple yet powerful framework to represent and
analyze a wide range of complex systems. The problem of ranking the nodes and the edges …