FAIR GPT: A virtual consultant for research data management in ChatGPT
Fuente:
arXiv
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866929534134124544 |
|---|---|
| author | Shigapov, Renat Schumm, Irene |
| author_facet | Shigapov, Renat Schumm, Irene |
| contents | FAIR GPT is a first virtual consultant in ChatGPT designed to help researchers and organizations make their data and metadata compliant with the FAIR (Findable, Accessible, Interoperable, Reusable) principles. It provides guidance on metadata improvement, dataset organization, and repository selection. To ensure accuracy, FAIR GPT uses external APIs to assess dataset FAIRness, retrieve controlled vocabularies, and recommend repositories, minimizing hallucination and improving precision. It also assists in creating documentation (data and software management plans, README files, and codebooks), and selecting proper licenses. This paper describes its features, applications, and limitations. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_07108 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | FAIR GPT: A virtual consultant for research data management in ChatGPT Shigapov, Renat Schumm, Irene Digital Libraries Artificial Intelligence Information Retrieval FAIR GPT is a first virtual consultant in ChatGPT designed to help researchers and organizations make their data and metadata compliant with the FAIR (Findable, Accessible, Interoperable, Reusable) principles. It provides guidance on metadata improvement, dataset organization, and repository selection. To ensure accuracy, FAIR GPT uses external APIs to assess dataset FAIRness, retrieve controlled vocabularies, and recommend repositories, minimizing hallucination and improving precision. It also assists in creating documentation (data and software management plans, README files, and codebooks), and selecting proper licenses. This paper describes its features, applications, and limitations. |
| title | FAIR GPT: A virtual consultant for research data management in ChatGPT |
| topic | Digital Libraries Artificial Intelligence Information Retrieval |
| url | https://arxiv.org/abs/2410.07108 |