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 …

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 …

Patton: Language model pretraining on text-rich networks

B Jin, W Zhang, Y Zhang, Y Meng, X Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
A real-world text corpus sometimes comprises not only text documents but also semantic
links between them (eg, academic papers in a bibliographic network are linked by citations …

The global burden of journal peer review in the biomedical literature: Strong imbalance in the collective enterprise

M Kovanis, R Porcher, P Ravaud, L Trinquart - PloS one, 2016 - journals.plos.org
The growth in scientific production may threaten the capacity for the scientific community to
handle the ever-increasing demand for peer review of scientific publications. There is little …

Research portfolio analysis and topic prominence

R Klavans, KW Boyack - Journal of informetrics, 2017 - Elsevier
Stakeholders in the science system need to decide where to place their bets. Example
questions include: Which areas of research should get more funding? Who should we hire …

Collecting large-scale publication data at the level of individual researchers: A practical proposal for author name disambiguation

CA D'Angelo, NJ Van Eck - Scientometrics, 2020 - Springer
The disambiguation of author names is an important and challenging task in bibliometrics.
We propose an approach that relies on an external source of information for selecting and …

Evaluating author name disambiguation for digital libraries: A case of DBLP

J Kim - Scientometrics, 2018 - Springer
Author name ambiguity in a digital library may affect the findings of research that mines
authorship data of the library. This study evaluates author name disambiguation in DBLP, a …

The Microsoft Academic Knowledge Graph enhanced: Author name disambiguation, publication classification, and embeddings

M Färber, L Ao - Quantitative Science Studies, 2022 - direct.mit.edu
Although several large knowledge graphs have been proposed in the scholarly field, such
graphs are limited with respect to several data quality dimensions such as accuracy and …

Multiscale impact of researcher mobility

AM Petersen - Journal of The Royal Society Interface, 2018 - royalsocietypublishing.org
International mobility facilitates the exchange of scientific, institutional and cultural
knowledge. Yet whether globalization and advances in virtual communication technologies …

Author name disambiguation of bibliometric data: A comparison of several unsupervised approaches

A Tekles, L Bornmann - Quantitative Science Studies, 2020 - direct.mit.edu
Adequately disambiguating author names in bibliometric databases is a precondition for
conducting reliable analyses at the author level. In the case of bibliometric studies that …