Exploring trends and emerging topics in oceanography (1992–2021) using deep learning-based topic modeling and cluster analysis
Abstract Recent advancements in data sampling, modeling, and increased collaboration among scientists have driven a substantial rise in oceanography publications. By utilizing big data and deep learning, we built a BERTopic model to perform topic modeling on 334,765 publications from the Web of Scie...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-12-01
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| Series: | npj Ocean Sustainability |
| Online Access: | https://doi.org/10.1038/s44183-024-00097-z |
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