A meta-scientific study analyzing eleven years of the Brazilian Conference on Intelligent Systems (BRACIS) reveals trends in AI research within Brazil. The study found that Large Language Model research has significantly increased since 2020, now comprising 19% of papers. Author participation is characterized by a high rate of single-edition contributors, while citations are highly concentrated among a small percentage of papers. The research also highlights a rise in open science practices, such as artifact release and preprint availability on arXiv, with a notable correlation between preprints and higher citation counts, though access to full papers remains limited by paywalls. AI
IMPACT Highlights growing LLM research in Brazil and the impact of open access on citation rates.
RANK_REASON The cluster is a meta-scientific study of an academic conference, analyzing trends and publication patterns. [lever_c_demoted from research: ic=1 ai=1.0]
- arXiv
- Brazilian Conference on Intelligent Systems
- Computer Vision
- DBLP
- Google Scholar
- IEEE
- Large Language Model
- Machine Learning
- Optimization
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