3 papers
cs.SI2026
Constructing the Field of Philanthropic and Nonprofit Studies: Evidence from Citation Networks
Jin Ai, Richard S. Steinberg, Chao Guo +1
Philanthropic and nonprofit studies (PNPS) has grown rapidly as an interdisciplinary field, yet its intellectual structure and boundaries remain only partially visible. This study…
cs.DL2026
Linking Global Science Funding to Research Publications
Jacob Aarup Dalsgaard, Filipi Nascimento Silva, Jin AI
Funding acknowledgments in scholarly publications provide large-scale trace data on organizations that support scientific research. We present a dataset for linking global science…
physics.soc-ph2025
Triadic Novelty: A Structural Typology of Science Innovation
Jin Ai, Richard S. Steinberg, Chao Guo +1
Scientific progress depends on novelty, but current evaluation systems often conflate novelty with recognition, favoring work that aligns with existing paradigms over ideas that ch…