Publication Details |
| Category | Text Publication |
| Reference Category | Journals |
| DOI | 10.5194/gc-8-191-2025 |
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| Title (Primary) | GC Insights: Breaking the silos – leveraging natural language processing (NLP) to encourage interdisciplinary interaction at the European Geosciences Union (EGU) |
| Author | Sodoge, J.; Nunes Carvalho, T.M.; de Brito, M.M. |
| Source Titel | Geoscience Communication |
| Year | 2025 |
| Department | SUSOZ; TB5-Modmon |
| Volume | 8 |
| Issue | 3 |
| Page From | 191 |
| Page To | 196 |
| Topic | T5 Future Landscapes |
| Supplements | https://doi.org/10.5194/gc-8-191-2025-supplement |
| Abstract | Thousands of abstracts from various geoscience sub-fields are presented annually at the European Geosciences Union (EGU) General Assembly (GA), offering a rich resource for tracking scientific progress. However, rigid session groupings can limit cross-disciplinary exploration. Here, we show that participants focusing only on their broad disciplinary divisions miss an average of 44 % of the 10 most relevant contributions. To break this compartmentalization, we propose using natural language processing (NLP), enabling the geoscience community to explore the full breadth of knowledge beyond traditional disciplinary boundaries. |
| Persistent UFZ Identifier | https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=31159 |
| Sodoge, J., Nunes Carvalho, T.M., de Brito, M.M. (2025): GC Insights: Breaking the silos – leveraging natural language processing (NLP) to encourage interdisciplinary interaction at the European Geosciences Union (EGU) Geosci. Commun. 8 (3), 191 - 196 10.5194/gc-8-191-2025 |
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