The science of science: From the perspective of complex systems
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 …
quantify and predict scientific research and the resulting outcomes. The problem is …
Large teams develop and small teams disrupt science and technology
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 …
teams in all areas, as solitary researchers and small teams diminish in prevalence …
Patton: Language model pretraining on text-rich networks
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 …
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 …
handle the ever-increasing demand for peer review of scientific publications. There is little …
Research portfolio analysis and topic prominence
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 …
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 …
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 …
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 …
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 …
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 …
conducting reliable analyses at the author level. In the case of bibliometric studies that …