Dumitru Roman

Identifying and evaluating emerging scientific trends through temporal n-gram analysis

The rapid growth of scientific publishing creates both opportunities and challenges for understanding emerging research trends. Traditional approaches to trend detection, such as citation analyses or latent topic models, often lag behind real developments or lack interpretability. To address these limitations, this...