AINeutralarXiv – CS AI · Mar 54/10
🧠
TopicENA: Enabling Epistemic Network Analysis at Scale through Automated Topic-Based Coding
TopicENA is a new framework that combines BERTopic with Epistemic Network Analysis to automatically analyze concept relationships in large text datasets without manual coding. The research demonstrates that automated topic modeling can replace expert manual coding while maintaining analytical quality, making network analysis scalable for large corpora.