Wonduk Seo
Biographic Data
| ID | 9458044 |
|---|---|
| NAME | Wonduk Seo |
| GIVEN NAMES | Wonduk |
| FAMILY NAME | Seo |
| SIGNATURE | SEO W |
| AFFILIATIONS | Peking University |
| ORCID | 0009-0008-6070-1833 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Transforming role classification in scientific teams using LLMs and advanced predictive analytics
Scientific team dynamics are critical in determining the nature and impact of research outputs. However, existing methods for classifying author roles based on self-reports and clustering lack comprehensive contextual analysis of contributions. Thus, we present a transformative approach to classifying author roles in scientific teams using advanced large language models (LLMs), which offers a more refined analysis compared to traditional clusteri…
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Transforming role classification in scientific teams using LLMs and advanced predictive analytics
Scientific team dynamics are critical in determining the nature and impact of research outputs. However, existing methods for classifying author roles based on self-reports and clustering lack comprehensive contextual analysis of contributions. Thus, we present a transformative approach to classifying author roles in scientific teams using advanced large language models (LLMs), which offers a more refined analysis compared to traditional clusteri…
Analytics (1 work) · Big Data and Business Intelligence (1 work) · Computer Science (1 work) · Data science (1 work) · Predictive analytics (1 work) · Psychology (1 work)