Projects
Analyzing Country Influence in Research Fields Using DTM (with BERTopic) and Labeled LDA
Foxes vs Hedgehogs: Classifying Countries as Generalists or Specialists Based on Entropy Scores
Mapping Research Dynamics: Analyzing Topics and Country Contributions Using Structural Topic Models
Automating Data Source Labeling using Snorkel Framework for Weak Supervision
Graph Networks in Global Research: Citation Connectivity, Clustering, and Centrality Analysis
Comprehensive Preprocessing of OpenAlex Data for Model Integration