Disambiguation of author entities in ADS using supervised learning and graph theory methods

H Mihaljević, L Santamaría - Scientometrics, 2021 - Springer
Disambiguation of authors in digital libraries is essential for many tasks, including efficient
bibliographical searches and scientometric analyses to the level of individuals. The question …

Impact of peer review type and editor gender on women authorships in mathematics

GI Lozano, K MacArthur, B Barr - Quantitative Science Studies, 2024 - direct.mit.edu
Aiming to explain and help reduce measured gender gaps in mathematics publications—a
discipline where single anonymized peer review practices and men editors are still the norm …

Women in science: Physics

S Ponce Dawson - Frontiers in Physics, 2023 - frontiersin.org
Physics is among the worst of the physical sciences in terms of representation of women in
many countries [1], and representation has remained equally poor for the past 20 years …

A machine learning approach to quantify gender bias in collaboration practices of mathematicians

C Steinfeldt, H Mihaljević - Frontiers in big Data, 2023 - frontiersin.org
Collaboration practices have been shown to be crucial determinants of scientific careers. We
examine the effect of gender on coauthorship-based collaboration in mathematics, a …