A network analysis of software mentions in 1.3 million papers identifies 520 tools in eight communities and shows disciplines maintain distinct, stable tool portfolios that are crystallizing toward common sets.
Science316(5827), 1036–1039 (2007)
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.DL 2representative citing papers
Large-scale analysis across disciplines shows teams with higher fractions of absolute beginners are associated with greater scientific disruption via atypical knowledge recombination.
citing papers explorer
-
The software space of science
A network analysis of software mentions in 1.3 million papers identifies 520 tools in eight communities and shows disciplines maintain distinct, stable tool portfolios that are crystallizing toward common sets.
-
Beginner's Charm: Beginner-Heavy Teams Are Associated With High Scientific Disruption
Large-scale analysis across disciplines shows teams with higher fractions of absolute beginners are associated with greater scientific disruption via atypical knowledge recombination.