X Gu, M Krenn - arXiv preprint arXiv:2405.17044, 2024 - arxiv.org
Advanced artificial intelligence (AI) systems with access to millions of research papers could inspire new research ideas that may not be conceived by humans alone. However, how …
Interdisciplinary scientific fields, such as synthetic biology, bioinformatics, and human brain science, often emerge at the intersection of existing scientific disciplines. This fundamental …
AJ Yang - Journal of Informetrics, 2024 - Elsevier
In the relentless pursuit of scientific advancement, comprehending the profound impact and innovation nature inherent in funded research projects assumes paramount significance. To …
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 …
Interdisciplinary research is a key issue in science policy because it is commonly associated with scientific advances and societal impact. However, recent research has shown …
We use text mining to identify the origin and impact of new scientific ideas in the population of scientific papers from Microsoft Academic Graph (MAG). We validate the new techniques …
L Cao, Z Chen, J Evans - arXiv preprint arXiv:2405.15042, 2024 - arxiv.org
Modularity is critical for the emergence and evolution of complex social, natural, and technological systems robust to exploratory failure. We consider this in the context of …
In the extensive recommender systems literature, novelty and diversity have been identified as key properties of useful recommendations. However, these properties have received …