Forecasting high-impact research topics via machine learning on evolving knowledge graphs

X Gu, M Krenn - arXiv preprint arXiv:2402.08640, 2024 - arxiv.org
The exponential growth in scientific publications poses a severe challenge for human
researchers. It forces attention to more narrow sub-fields, which makes it challenging to …

Forecasting high-impact research topics via machine learning on evolving knowledge graphs

X Gu, M Krenn - arXiv preprint arXiv:2402.08640, 2024 - pure.mpg.de
The exponential growth in scientific publications poses a severe challenge for human
researchers. It forces attention to more narrow sub-fields, which makes it challenging to …

Forecasting high-impact research topics via machine learning on evolving knowledge graphs

X Gu, M Krenn - arXiv e-prints, 2024 - ui.adsabs.harvard.edu
The exponential growth in scientific publications poses a severe challenge for human
researchers. It forces attention to more narrow sub-fields, which makes it challenging to …